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משרה בלעדית
לפני 15 שעות
GotFriends
דרושים בGotFriends
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה
החברה פיתחה פלטפורמה בתחום של Public Advertising ומערכות המלצה על בסיס העדפות משתמשים, משתפת פעולה ומפרסמת באתרים מובילים בכל העולם.
החברה ממוקמת באזור המרכז- קו רכבת, משלבת מודל עבודה היברידי ומונה 2000 עובדים גלובלית, 600 מתוכם בארץ.
מהות התפקיד: חלק מצוות אלגוריתמים שנמצא במחלקת ה-Platform וכולל עיסוק ב- Machine Learning ברמה גבוהה, בעיקר Machine Learning הנדסי, משימות ה-Deployment ב-Production, בניית מערכות גדולות ומורכבות, פיתוח Machine Learning Pipelines, Machine Learning Infrastructure. הקידוד ב- JAVA וב- Python באופן שווה. עיסוק ב-CI/CD, Airflow, GCP, Kubernetes, Docker, MLOps, Pandas, Airflow, Cloud, NumPy בסביבת Big Data, Spark.
דרישות:
- 6 שנות ניסיון כ- Machine Learning Engineer
- ניסיון בפיתוח ב- JAVA
- ניסיון בפיתוח ב- Python המשרה מיועדת לנשים ולגברים כאחד.
 
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הגשת מועמדות
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7920683
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SVT
Location: Rehovot
Job Type: Full Time
data Scientist (Mid-Level)
Rehovot

Key Responsibilities:
Develop ML Pipelines: Design, develop, and deploy scalable Machine Learning pipelines for processing large-scale data, from data ingestion to model deployment.
Model Training & Optimization: Train, evaluate, and optimize Machine Learning models tailored to our Ad-Tech use cases, including but not limited to predictive modeling, recommendation systems, and personalization.
data Research & Analysis: Conduct deep research on large datasets to extract actionable insights, identify trends, and inform model development. Stay up-to-date with the latest industry trends and incorporate best practices into your work.
Collaboration: Work closely with cross-functional teams, including data scientists, traders, software developers, and product managers, to integrate Machine Learning models into production environments.
Requirements:
Educational Background: Bachelors or Masters degree in Computer Science, data Science, Machine Learning, or a related field.
Experience:
3-5 years of experience in Machine Learning engineering, preferably within the Ad-Tech industry.
Proven experience in building and deploying Machine Learning models in production environments.
Technical Skills:
Proficiency in programming languages such as Python
Strong understanding of Machine Learning algorithms, data structures, and statistical analysis.
Experience with ML frameworks like LightGBM, TensorFlow.
Experience with cloud platforms (GCP)
Strong SQL skills and experience with large-scale data processing with BigQuery.
Preferred Qualifications:
Experience with Ad-Tech platforms, Real-Time Bidding (RTB), and digital advertising ecosystems.
Knowledge of A/B testing, multivariate testing, and other experiment design methodologie
This position is open to all candidates.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
7916570
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משרה בלעדית
3 ימים
מכון ויצמן למדע
דרושים במכון ויצמן למדע
Location: Rehovot
Additional Benefits: קרן השתלמות
ML and Computer Vision Expert position for SAMPL lab at Weizmann institute.
The Signal Acquisition, Modeling, Processing and Learning (SAMPL) Lab at Weizmann Institute of Science (WIS), is looking for an experienced machine learning and computer vision expert to work on leading technology research projects in the field of medical imaging, computer vision, medical data and radar.
Experience with development of algorithms for medical imaging, use of image processing tools, computer vision, ML, state-of-the-art AI algorithms and deep learning frameworks (PyTorch, Tensorflow, Keras, etc.).
Candidates will work with leading medical institutions in Israel and around the world
Requirements:
Minimum requirements:
B.Sc. in Electrical engineering / Computer Science / Bioinformatics / Biomedicine or equivalent - Master's/PHD degree is an advantage
Over 5 years of research and development of machine learning algorithms
Over 3 years of Python development experience
Hands-on experience with machine learning frameworks and practical experience in developing algorithms in the field of computer vision
Experience in building end-to-end prototypes and applications based on machine learning
Experience in working with medical data - an advantage
Matlab and OpenCV experience - an advantage
Team player with an ability to function independently with minimal supervision, good interpersonal and communication skills. Self-motivated personality
High skills in English - both speaking and writing
This position is open to all candidates.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
6664462
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3 ימים
Location: Herzliya
Job Responsibilities:
Demand Forecasting: Analyzing historical data and market trends to accurately predict future demand for our products
Operational Optimization: Identifying inefficiencies in our production and supply chain processes and providing data -driven recommendations to improve performance.
Collaboration: Working closely with data professionals, business stakeholders, and domain experts to understand business challenges and deliver actionable insights.
Solution Development: Building and implementing predictive models to support decision-making and process improvements.
data Analysis: Interpreting large datasets to uncover insights, trends, and opportunities for the business.


Job Requirements:
Collect and analyze large datasets from various sources to understand trends and insights.
Requirements:
what are we looking for:
2-4 years of experience as a data Scientist.
Relevant degree in Computer Science, Statistics, Mathematics, or a related field.
Practical experience with Python and SQL, and the ability to use tools and methods for data analysis and Machine Learning.
Experience working with cloud platforms, preferably Azure.
Strong understanding of statistics and Machine Learning.
Ability to clearly and simply explain complex concepts to non-technical audiences.
Previous experience in a large organization is a plus.
This position is open to all candidates.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
7915981
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משרה בלעדית
3 ימים
GotFriends
דרושים בGotFriends
סוג משרה: משרה מלאה
החברה עוסקת בהגדרת ריחות באופן דיגיטלי. המטרה היא לשנות את הדרך שבה ניחוחות מתוכננים להניע מוצרי צריכה, ולאפשר שליטה מדויקת ברמה המולקולרית בריח ולשלוט באופן מלא בחוויית הריח המועברת לצרכנים: הגברת התענוג, ביטול ריחות רעים, בעיות עלות ורגולציה כחלק מתהליך הייצור לגבי מוצרים שבהם גורם הריח הוא בעל חשיבות גבוהה מאוד ועוד.
החברה ממוקמת באזור השרון, משלבת מודל עבודה היברידי של שלושה ימי עבודה מהבית ומונה 30 עובדים גלובלית, 20 מתוכם בארץ.
מהות התפקיד: חלק מצוות. עובדים על data מגוון מאד, טבלאי, מולקולות, תמיסות ועוד, עבודת מחקר ופיתוח של מודלי Machine Learning /AI מ-Ideation Through Execution, קידוד ב- Python ו-SQL, כולל עיסוק ב- data Collection, Experiment Design.
דרישות:
- תואר שני בפיזיקה/ביולוגיה/מדעי המחשב
- שנתיים ניסיון כ-AI Researcher
- ניסיון בפיתוח ב- Python
- ניסיון בפיתוח SQL המשרה מיועדת לנשים ולגברים כאחד.
 
עוד...
הגשת מועמדות
עדכון קורות החיים לפני שליחה
7915394
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
משרה בלעדית
4 ימים
Experis Software
דרושים בExperis Software
Location: Migdal Haemek
Job Type: Full Time and Hybrid work
אחת מחברות המכשור האנליטי המובילות בעולם הנותנת פתרונות מתקדמים בכל תחומי המחקר והפיתוח מחפשת Machine Learning Algorithm
כל המערכות ומכשירים נועדו לשפר את בטיחות המוצרים, להאיץ את זמן היציאה לשוק, וכן לתמוך בתעשיות בשיפור איכות החיים.
Requirements:
Ph.D. or M.Sc. in Computer Science, Physics or a related science / engineering field
Ideally 3+ years of experience design, development and deployment of Machine Learning
algorithms for real-world applications
Strong skills in developing, deploying and supporting Machine Learning software
solutions
Fluency in Python, one or more of Keras / Tensorflow / Pytorch, GPU acceleration.
Proficiency in C # / NET programming an advantage.
Proven mathematical/statistical and problem solving skills
Able to learn new technical concepts efficiently and deeply
Self-starter with high level of productivity and strong sense of ownership
Goal oriented with good track record of achieving targets
Ability to manage & prioritize multiple projects
Resourceful, proactive, meticulous
Ability to work as part of a multi-disciplinary team to achieve shared goals, but also
equally comfort
This position is open to all candidates.
 
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הגשת מועמדות
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7732589
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נאספה מאתר אינטרנט
לפני 5 שעות
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a talented Senior Data Scientist for our Risk Intelligence team. Risk Intelligence is at the core of everything we do. In this role, you will research, develop and improve the machine learning models predicting claims frequency, claims severity and fraud detection. You will work on automating claims payouts and enhancing other aspects of rating, claims, and customer experience (e.g. insight to improve fleet safety). This role involves continuous experimentation, A/B testing, and an iterative approach to productizing our learnings. You will work closely with product management, underwriting, actuaries, machine learning engineers and other product/engineering teams.
A day in the life:
Use advanced statistics, machine learning, and mathematical approaches to develop highly predictive risk models to improve our underwriting and claims settlement processes.
Assess Fairmatics modeling techniques, identify improvements and communicate results with internal stakeholders, including leadership, to ensure these are incorporated into business processes.
Lead R&D efforts for doing POCs to validate new product ideas and experiments to improve existing predictive models.
Design data collection strategies and their applications for building new products.
Provide technical mentorship to other team members.
Exemplify and foster Fairmatics humble, collaborative and impact-obsessed culture.
Requirements:
What you will need:
MSc/Ph.D. in Statistics, Machine Learning, or a related field, with 5+ years of experience as a data scientist.
High proficiency in statistics, machine learning algorithms, and data manipulation and analysis.
Extensive experience in research-oriented roles, analyzing business problems from a data science perspective, conducting literature research, and implementing and testing solutions.
Expertise in supervised and unsupervised machine learning models (e.g., GLM, GAM, XGBoost, Deep Learning).
A proactive approach to staying updated with the latest developments in AI and incorporating them to enhance existing products.
Hands-on programming experience with Python.
Experience with machine learning frameworks such as Keras or PyTorch, and libraries like scikit-learn and pandas.
Proficiency in SQL.Proficiency in visualizing complex data and extracting actionable insights.
A product-driven mindset with a knack for transforming research outcomes into impactful products.
Excellent communication skills, with the ability to articulate experiment goals and methodologies clearly and communicate insights effectively to the team.
Experience with risk models and insurance companies - Advantage.
Experience with telematics data and solution - Advantage.
Experience in deploying production solutions - Advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7922282
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נאספה מאתר אינטרנט
1 ימים
Location: Tel Aviv-Yafo
Were in search of an LLM Engineer with a Data Science background to join our Tel Aviv-based team and help shape our Large Language Model (LLM) capabilities. In this pivotal role, you will immerse yourself in the world of Large Language Models, diving deep into their intricate mechanisms and potentials. Through your work in shaping prompts and refining conversational AI performance, you'll play a crucial part in elevating the hiring experience for millions worldwide. you'll find an opportunity to explore the exciting frontier of conversational AI, directly influencing its evolution and application. Join us on this transformative journey and let's redefine the landscape of recruitment technology together!
Sound like your perfect fit? We want to hear from you!
As an LLM Engineer, you will be responsible for developing and refining Large Language Model (LLM) prompts to strengthen and scale our conversational AI capabilities. In this role, you will:
Design and implement LLM evaluation frameworks to assess different models, parameters, and techniques.
Create synthetic datasets and develop end-to-end GenAI workflows, from data preprocessing to model deployment.
Evaluate and integrate new AI models and technologies, staying at the forefront of advancements in the field.
Optimize AI-user interactions through prompt engineering and other techniques to enhance our AI-driven hiring assistant.
Implement practical applications of LLM research findings, creating scalable tools for user-facing applications.
Conduct data analysis and develop metrics to measure the performance and impact of AI solutions.
Collaborate with cross-functional teams to drive AI innovation across our products.
Work closely with our global R&D team to evolve AI strategies, fostering a collaborative and innovative environment.
Requirements:
Bachelors Degree in Computer Science or related field
At least 3 years of experience in Data Science or similar roles
Experience working with Python is a plus
Deep interest and foundational knowledge in Large Language Models (LLMs) and Prompt Engineering
Excellent written communication and problem-solving skills
Fluent in English, including both written and verbal communication
Ability to learn quickly and maintain attention to detail
Authorization to work in Israel
Preferred Qualifications:
Experience in UI/UX design, Machine Learning, AI techniques, chatbot development platforms, or NLP/NLU
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7920077
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נאספה מאתר אינטרנט
1 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
Our Tel-Aviv-based team is committed to spearheading innovative projects using cutting-edge technologies such as Large Language Models (LLM) to create novel hiring solutions for global clients. As part of our team, you'll be at the forefront of our mission, directly influencing the hiring experiences of millions of candidates worldwide.

Sound like your perfect fit? We want to hear from you!

In this role as a Senior Software Engineer, you will:

Dive deep into Large Language Model (LLM) technologies, actively researching and experimenting with new solutions to drive innovation in hiring practices.
Implement practical applications of LLM research findings into end-user-facing applications, creating scalable and impactful tools that directly impact clients.
Adopt lean methodologies to swiftly meet business objectives, swiftly iterating based on client feedback and being unafraid to take risks and learn from failures.
Deeply understand product challenges to make intelligent and efficient software-building decisions.
Collaborate closely with our global R&D, Product, and Design teams located in the US and Vietnam. This role includes the exciting opportunity for international travel once or twice a year, fostering cross-cultural cooperation and growth.
Requirements:
5+ years of hands-on experience in backend-oriented software development in a startup
B.Sc. in Computer Science or Engineering
Proven Experience in backend technologies, preferably Python
Experience leading a project in an LLM development environment (LangChain, HuggingFace, Prompt Engineering) - an advantage
Experience in software architecture design
Experience in a cloud-based environment: AWS/Azure, RESTful API, Nginx, Docker, CI - Jenkins, SQL/Postgres, Kubernetes
A passion for learning, constantly staying up to date with innovative technologies
High ownership perception with a can-do approach
Self-managed and high ability to work independently
Great leadership skills with a high mentoring attitude within the team
Ability to multi-task, organize, and prioritize work.
Willingness and ability to work in a fast-growing, dynamic environment using cutting-edge innovative technologies
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7920068
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נאספה מאתר אינטרנט
1 ימים
Location: Jerusalem
Job Type: Full Time
An AI-first company, is revolutionizing how visual content is created. With a mission to bridge the gap between imagination and creation, dedicated to bringing cutting-edge technology to the creative and business spaces.

Our AI photo and video generation models, which power our apps and platforms including Facetune, Photoleap, Videoleap, and LTX Studio, allow creators and brands to leverage the latest research breakthroughs, offering endless control over their creative potential. Our influencer marketing platform, Popular Pays, provides creators the ability to monetize their work and offers brands opportunities to scale their content through tailored creator partnerships.

The LLM Solution Engineer will be integral in leveraging the latest advancements in large language models and related AI technologies to enhance our marketing efforts. This role is responsible for identifying and applying innovative AI solutions to improve marketing strategies and operations.

What you will be doing

Keep up-to-date with the latest trends in large language models, both open-source and proprietary.
Analyze how leading companies utilize LLMs in marketing to uncover best practices.
Identify promising LLM applications within marketing to boost efficiency and effectiveness.
Prioritize and guide the implementation of these applications in collaboration with the marketing and tech teams.
Develop effective prompts with stakeholders to achieve desired outcomes using LLMs.
Prototype potential applications that address specific marketing challenges.
Ensure prototypes are smoothly transitioned into production with the help of the marketing-tech team.
Conduct training sessions to enhance the marketing team's proficiency with AI tools.
Monitor and report on the performance of AI implementations.
Offer insights and recommendations based on data and industry trends.
Requirements:
Demonstrated passion for AI technologies and their applications in business, particularly marketing.
Practical experience with Python, AI tools and technologies, with a focus on large language models; direct job experience is ideal but not mandatory.
Understanding of machine learning, natural language processing, and data analytics.
Strong analytical and problem-solving skills, capable of applying AI solutions in a business context.
Excellent communication skills, able to effectively collaborate with both technical teams and non-technical stakeholders.
B.Sc. in computer science or similar quantitative field- is a plus.
knowledge of marketing principles and strategies, with a strong willingness to learn more about the marketing field - is a plus.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
2 ימים
Location: Hod Hasharon and Haifa
Job Type: Full Time
We are looking for outstanding researchers with PhD in Electrical Engineering, Computer Science, or Mathematics, with a background in (either) ML, CV, Robotics, and desirably, hands on Deep Learning experience. T
he successful candidate will join a team of scientists and participate in rewarding scientific research to develop novel theoretical methods and algorithms, and to publish it in scientific journals and conference proceedings.
The position involves generation of novel ideas in the above fields, invention and design of new methods to advance state-of-art. Proven academic record is a must.
Requirements:
PhD Degree in Math, CS, EE or related field
Solid Math background, and, preferably experience at least in one of the fields Machine Learning, Computer Vision, Robotics, and hands on Deep Learning experience.
Programming skills Python, Matlab, C++
Job Duties
Conduct research in the areas of Machine Learning (and, in particular, Deep Learning), Computer Vision and Applied Math.
Interact with other team members and other research teams.
Write scientific papers and patents, and contribute to project proposals.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7918335
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נאספה מאתר אינטרנט
2 ימים
Location: Bnei Brak
Job Type: Full Time
Our compny is the trading and investing platform that empowers users to invest, share and learn.
We were founded in 2007 with the vision of a world where everyone can trade and invest in a simple and transparent way.
We have created an investment platform that is built around collaboration and investor education.
On our platform, users can view other investors portfolios and statistics, and interact with them to exchange ideas, discuss strategies and benefit from shared knowledge.
We have over 38 million registered users from 75 countries and our platform is available in 20 languages.
We are a fast growing business with over 1,500 employees across 13 offices around the globe, strategically positioned to serve the needs of users.
We are looking for talented individuals with a strong background in data science, machine learning, and financial/investment strategies to join our dynamic Data Science & Machine Learning team.
Whether you're passionate about researching and implementing cutting-edge algorithms to power investment strategies or focused on developing robust data infrastructure, this is the opportunity for you.
Responsibilities include:
Create data-driven features that will integrate into companys key products, including machine-learning models and systematic investment strategies.
Research, design, implement, and deliver advanced analytics-based algorithms to solve critical business problems.
Work end-to-end on projects, from data extraction, feature selection, and engineering to model development, evaluation, and iteration.
Collaborate with R&D teams and business stakeholders to ensure alignment and impact.
Take ownership of infrastructure development, including creating scalable data pipelines, feature stores, utilities, and backtesting tools.
Location- Bnei Brak.
Requirements:
MSc in Computer Science, Math, Information Management, Electronics
Engineering, or related fields (PhD is a strong advantage).
Previous experience or demonstrated knowledge in finance/investing Must.
5+ years of experience in researching and implementing algorithms.
2+ years of hands-on experience developing machine learning algorithms and data-driven systems in Python or R.
Strong programming skills with a deep understanding of machine learning principles (beyond familiarity with packages).
Strong analytical skills, creative problem-solving, and a system-level understanding of complex challenges.
Independent thinker with the ability to lead problem definition and solution design.
Excellent communication skills and the ability to simplify complex technical concepts.
Experience with Big Data systems is a plus.
Research ability is highly valued.
High proficiency in English.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7918310
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נאספה מאתר אינטרנט
2 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
Required Machine Learning Systems Engineer
About this position:
You will be responsible for defining the system solution for NN-based image signal processing algorithms.
In your role, you will be tasked with designing an ISP solution that leverages NN to replace classic ISP algorithms and taking the solution from the POC stage to production. You will scope the existing landscape of literature and select solutions which are appropriate for running on our embedded HW, perform proof-of-concept, define system KPIs, and finally carry the solution to product grade level and deployment on our Vision-Processor.
Responsibilities:
Domain expert in the field of neural network image enhancement for video cameras.
Work with the product team to translate high-level product functions to system building blocks and drive R&D efforts to implement them.
Implement proof-of-concept projects, taking ideas from papers and public reports and showing product fit.
Technological leadership in a multi-disciplinary environment. You will be working with both external partners and internal technical leadership. You will be expected to understand the various disciplines in a detailed manner and to be both a technical and project focal point for all aspects of the project.
Requirements:
BSc in Electronic Engineering or CS.
At least 6 years of previous experience in R&D development where you stood out due to your technical excellence. Show a proven track record of technical leadership and excellence.
High-level analytic skills and ability to read and understand academic literature.
Strong programming skills and ability to design simulation environments to test algorithmic solutions.
We want self-motivated individuals who strive to be elite in what they do and push our product to be the best AI edge accelerator in the world.
Strong interpersonal communication skills and ability to analyze complex problems and present the results succinctly and accurately to the company leadership.
Can do attitude We dont always understand the problem we want you to solve. Your most important job is to help us understand the problem. The solution will follow.
Feel very comfortable quickly learning new disciplines and trying out new things.
Previous experience in at least one of the following:
ISP algorithm development
Development of deep learning solutions to product grade including data collection and training.
Advantages
MSc in CS/EE with thesis in signal processing or machine learning.
Start-up experience.
Lab experience and working with test or optical equipment
Working at the system level of complicated multi-disciplinary systems e.g. ADAS, satellites, defense projects etc.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7917993
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
2 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
Required ML Engineer
About this position:
As part of our Deep Learning Model Optimization team, youll be tasked with the development and implementation of algorithms for creating neural networks that are optimized for our inference processors.
Who Are We Looking For?
We are looking for applicants with a strong R&D background who are versatile and can learn new skills quickly.
Applicants should have a good mathematical background and feel comfortable and enjoy reading academic papers.
The position is very system-oriented, and we are looking for candidates who will feel comfortable when required to deep dive into our HW architecture, SW toolchain, or customer application.
Finally, deep learning development is SW intensive, and applicants must have knowledge and experience in scientific computing and programming. In general, we hold SW and automation skills in high regard.
The following soft skills are expected: having interest and curiosity about other ML products in the market, and taking part in discussions about future directions we should explore. Do not be afraid to experiment with new technologies and challenge existing solutions. Work in an open and well-documented manner and enjoy presenting your work to your peers.
Responsibilities:
Develop quantization algorithms that will translate neural networks to limited precision representation with minimum distortion and degradation.
Maintaining the company-wide knowledge base of the latest trends in computer vision and DL-based edge applications.
Hardware development guidance. Following the trends in the machine learning world to predict the requirements of future customers and guide the hardware development of future chips to meet these requirements.
Network compression algorithms development and implementation. Transforming neural network to more efficient version with minimum performance degradation. The task usually also includes modifying the networks and retraining the efficient version to get the best performance.
Support customers ML/algorithmic teams to extract the full value from our companys offering.
Requirements:
B.Sc. in CS/EE/Math/Physics from a University or military equivalent experience.
Hard-working, committed, and self-reliant.
+5 years of experience in R&D
At least two of the following skills:
Extensive experience in the field of Deep Learning (minimum of 5 years)
Research experience equivalent to M.Sc. thesis or greater.
Experience in system or hardware architecture roles.
Advantages
M.Sc. in CS/EE/Math
Extensive experience with the development of computer vision or NLP products.
Experience with MLops, DL deployment, and DL frameworks.
SW architecture skills.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7917984
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
4 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Senior ML Engineer.
Responsibilities:
Work on pecanss core data and machine learning infrastructure, which is at the heart of Pecans offering. You will create innovative solutions for data ingestion and normalization from multiple data sources, feature engineering and feature selection, as well as actual model training and evaluation. All in large scale and completely automated.
Requirements:
5+ years experience as a Machine Learning Engineer.
10+ years of experience with Python/Java/Scala.
Strong understanding of distributed systems, object-oriented programming and design patteri
Distributed Compute frameworks such as Spark, Dask, Ray etc
Hands-on experience designing, training, and deploying machine-learning models
MLOps
Hands-on experience with open source ML libraries like: catboost, lightgbm, xgboost, scikit-learn, NumPy, Pandas, Microservices architecture, cloud technologies, Docker/K8s.
Ability to design and own a feature through all its phases.
Bonus:
BSc./MSc. In CS or similar an advantage
Building data pipelines using Apache Airflow
Hands on experience with Spark, SparkSQL, Spark streaming and other Spark related projects
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7914718
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נאספה מאתר אינטרנט
4 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Principal ML Engineer.
Responsibilities:
Work on our core data and machine learning infrastructure, which is at the heart of our offering. You will create innovative solutions for data ingestion and normalization from multiple data sources, feature engineering and feature selection, as well as actual model training and evaluation. All in large scale and completely automated.
Requirements:
10+ years experience as a Machine Learning Engineer.
15+ years of experience with Python/Java/Scala.
Strong understanding of distributed systems, object-oriented programming and design pattern
Distributed Compute frameworks such as Spark, Dask, Ray etc
Experience with REST APIs, server-side API integration, queues and distributed systems.
Knowledge of ORM, SQL and Data Modeling.
Understanding of system design and knowledge of system design patterns.
Experience with microservices architecture.
Previous experience in E2E design and implementation of features as part of large scale backend projects.
MLOps
Hands-on experience with open source ML libraries like: catboost, lightgbm, xgboost, scikit-learn, NumPy, Pandas, Microservices architecture, cloud technologies, Docker/K8s.
Ability to design and own a feature through all its phases.
Bonus:
BSc./MSc. In CS or similar an advantage
Building data pipelines using Apache Airflow
Hands on experience with Spark, SparkSQL, Spark streaming and other Spark related projects
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7914716
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נאספה מאתר אינטרנט
4 ימים
Location: Herzliya
Job Type: Full Time
We are seeking a visionary Principal Data Scientist with profound AI expertise to join the CTO office of Security.
This team is pivotal in ensuring We deliver cutting-edge security technologies across all markets. This role spans multiple teams and disciplines, working on high-visibility, high-impact technologies. This is your chance to be part of a dynamic, startup-like team and enjoy the journey.
Join us to shape the future of security!
Responsibilities
Spearhead the exploration, evaluation, and adoption of innovative technologies and tactical capabilities. Collaborate closely with stakeholders to identify and maximize opportunities for technology use, translating them into actionable plans.
Design and conduct rigorous experiments and analyses to evaluate model performance, identify improvement areas, and iterate on existing solutions.
Investigate and pioneer new AI-based approaches to address cybersecurity challenges, validating their effectiveness through data-driven methods.
Lead the end-to-end design and implementation of planned POCs, ensuring seamless execution.
Provide strategic technical leadership and mentorship, fostering a culture of innovation and excellence within the team.
Drive cross-functional collaboration to align strategic initiatives with organizational goals, ensuring cohesive execution.
Requirements:
Ph.D. or M.Sc. in computer science, software engineering, or a related field with a focus on machine learning, information retrieval, or recommender systems.
10+ years of experience in developing and deploying ML models and LLMs in real-world applications.
Extensive and practical AI knowledge, including LLMs.
Exceptional problem-solving skills with the ability to navigate ambiguity and make informed decisions in a fast-paced environment.
Proven experience in leading and mentoring teams, driving innovation, and achieving strategic goals.
Preferred Qualifications:
Experience in the cybersecurity domain (offensive security is a bonus).
Experience working with cloud services (Microsoft Azure is a bonus).
Familiarity with Knowledge Graphs and Graph data structures and algorithms.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7914194
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נאספה מאתר אינטרנט
22/10/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
The ideal candidate will have industry experience working on a range of recommendation, classification, and optimization problems. You will bring the ability to own the whole ML life cycle, define projects and drive excellence across teams. You will work alongside the worlds leading engineers and researchers to solve some of the most exciting and massive social data and prediction problems that exist on the web.
Software Engineer, Machine Learning Responsibilities
Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence
Adapt standard machine learning methods to best exploit modern parallel environments (e.g. distributed clusters, multicore SMP, and GPU)
Re-evaluate the tradeoffs of already shipped features/ML systems, and you are able to drive large efforts across multiple teams to reduce technical debt, designing from first principles when appropriate
Leading a team from a technical perspective to develop ML best practices and influence engineering culture
Be a go-to person to escalate the most complex online/production performance and evaluation issues, that require an in depth knowledge of how the machine learning system interacts with systems around it
Develop highly scalable classifiers and tools leveraging machine learning, data regression, and rules based models
Suggest, collect and synthesize requirements and create effective feature roadmap
Code deliverables in tandem with the engineering team
Requirements:
Experience in software engineering, or a relevant field
Experience in one or more of the following areas: machine learning, recommendation systems, pattern recognition, data mining, artificial intelligence, or related technical field
Experience with scripting languages such as Python, Javascript or Hack
Experience leading major initiatives successfully
Experience building and shipping high quality work and achieving high reliability
Experience with developing machine learning models at scale from inception to business impact
Knowledge developing and debugging in C/C++ and Java, or experience with scripting languages such as Python, Perl, PHP, and/or shell scripts
Experience demonstrating technical leadership working with teams, owning projects, defining and setting technical direction for projects
Experienced in utilizing data and analysis to explain technical problems and providing detailed feedback and solutions
Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7911663
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נאספה מאתר אינטרנט
20/10/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
Our company is a global startup, with offices in TLV, NYC, LDN, and LIS.
Were rapidly growing and looking for another important piece of the puzzle.
Is it you?
We are looking for a highly motivated candidate to join our Data Science team.
If you are passionate about NLP and have 4+ years in the field, this is for you!
This position is based in Tel Aviv, and you will report directly to the Data Science Team Leader.
We cant promise it will be easy, but definitely exciting and most importantly FUN.
Lets get down to business:
Design, experiment, research, develop and productize advanced NLP solutions in various domains: classification, summarization, translation, enrichment, explainability, information extraction, information retrieval, and so on.
Finding the latest technology to improve our AI capabilities in a variety of languages.
Using advanced deep learning and large language models, to enhance companys ability to find the needle in a haystack in the world of structured & unstructured data of financial electronic communication.
Develop processes and tools to monitor and analyze model performance and data accuracy.
Innovate, develop, and test state-of-the-art approaches to solve our challenging problems: domain adaptation, fine-tuning, prompt engineering, zero- and few-shot learning, using open and close large language models.
Assist and mentor other team members in the implementation and research.
Help to lead the technical roadmap.
Requirements:
M.Sc in Computer Science, Math, or related disciplines.
4+ years of hands-on industry experience in NLP, deep learning, large language models, generative AI, and prompt engineering.
Proven track record of delivering AI-powered projects a must.
Proficiency in Python a must.
Strong technical skills an advantage.
Ph.D. in exact science an advantage.
Result-driven and problem-solver.
Self-learner.
Team player.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7910044
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פורסם ע"י המעסיק
17/10/2024
Location: Haifa
Job Type: Full Time
We are seeking a highly skilled and motivated Senior data Science Lead to join our innovative R&D team. In this role, you will leverage your expertise in AI and Machine Learning to drive impactful solutions in the plant-based food industry. You will be hands on and lead a talented team of data scientists to develop and implement cutting-edge models that enhance our product offerings collaborating with cross-functional teams. If you are passionate about using AI to solve real-world problems and are excited about the future of sustainable food, we would love to hear from you.
Key responsibilities:
* Design, develop, and implement AI and Machine Learning models to solve complex challenges in the plant-based food sector.
* Oversee the deployment of models into production environments, ensuring they meet quality and performance standards.
* Collaborate with domain experts to incorporate specific knowledge into data models and solutions effectively
* Build, lead and mentor a team of data scientists, fostering a collaborative and innovative work environment.
* Stay updated with the latest advancements in AI and Machine Learning, applying best practices to enhance the team's projects.
Requirements:
* Masters degree in data Science, Computer Science, Statistics, or a related field.
* Proven experience in a data science leadership role, with a track record of successful project delivery, preferably from a SaaS company.
* Proven experience working with Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) systems, including their deployment in production environments.
* Experience in deploying Machine Learning models in production, ensuring they are robust and scalable.
* Experience in monitoring the performance and quality of models running in production, utilizing appropriate metrics and alerting systems.
* Hands-on experience with MLOps frameworks and tools
* Proficiency in programming languages such as Python or R, and experience with data analysis tools and frameworks.
* Strong problem-solving skills with the ability to analyze complex data sets and derive meaningful insights.
* Excellent verbal and written communication skills, with the ability to convey complex data concepts to diverse audiences.
* Strong organizational skills with the ability to manage multiple projects simultaneously.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7844248
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פורסם ע"י המעסיק
17/10/2024
Location: Rosh Haayin
Job Type: Full Time
The Machine Learning Data Analyst will analyze complex data sets, support the product teams in defining KPIs, and develop and implement models. This role requires strong analytical skills to interpret complex data and generate meaningful insights. Expertise in conducting thorough research, designing algorithms, and effectively communicating results is essential to enhance user satisfaction and drive business performance. Responsibilities: Data Analysis and Insights: Analyze large, complex data sets to answer business questions and extract insights using SQL. Support the Product team with KPI definition, BI requests, release monitoring, A/B testing, and optimization. Collaborate with the Product team to monitor and understand daily business metrics. Measure and analyze performance to improve user satisfaction and propose revenue-maximizing strategies. Communicate results through clear reports with visual aids. Research and Innovation: Conduct research from ideation through development. Take part in the entire research cycle: the idea phase, collecting and analyzing data, writing simulations, exploring algorithmic approaches, and building proofs-of-concept. Build and deploy regression, classification, and clustering models. Work with product leaders to implement solutions to optimize user flows, personalize offerings and pricing strategies. Identify opportunities to integrate data from diverse sources. Innovate across teams to drive cross-functional initiatives. Model Development: Develop and implement advanced models, including ML models. Train models and analyze results to ensure accuracy and effectiveness. Design and apply algorithms based on time series models and machine learning, including anomaly detection.
Requirements:
Bachelor’s degree in statistics, computer science, engineering, or another related field. 3+ years of hands-on experience in data analysis and developing machine learning models. Technical Skills: Proficiency in SQL, Power BI or equivalent data visualization tools, programming in Python and familiarity with relevant data science tools and libraries. Familiarity with research methodologies, experimental design, and statistical modeling techniques. Analytical Skills: Strong analytical and critical thinking skills, with the ability to interpret complex data and generate meaningful insights. Personal Attributes:
* Curious, creative, and impact-driven.
* Self-learner with a strong desire to explore new research areas.
* Team player with a can-do attitude.
* Strong communication and team collaboration skills.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7828907
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