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משרה בלעדית
לפני 15 שעות
GotFriends
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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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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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משרה בלעדית
3 ימים
GotFriends
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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.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
7915394
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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
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עדכון קורות החיים לפני שליחה
7922282
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7920068
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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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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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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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7917984
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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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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
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עדכון קורות החיים לפני שליחה
7910044
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
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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7828907
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
פורסם ע"י המעסיק
17/10/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
At 365Scores, we're revolutionizing how fans receive and interact with live sports updates and data. Our platform combines the intensity of live sports with cutting-edge technology to deliver a personalized experience to millions of users worldwide. About The Role: As a Data Science Team Leader at 365Scores, you will lead our ambitious Machine Learning and AI initiatives. This role involves leading a strong team of data scientists & ML engineers, focusing on impactful and continuous delivery that directly ties machine learning models to business outcomes.

Responsibilities:

* Lead the full lifecycle of machine learning and AI projects, from ideation through execution, ensuring they align with business objectives.
* Mentoring team members, and establishing best practices and efficient processes.
* Manage a diverse portfolio of machine-learning models, balancing immediate needs with long-term innovative projects to maximize business impact.
* Analyze a wide array of data inputs to identify opportunities that align with company goals, transforming complex business and product challenges into actionable data science initiatives.
* Collaborate with stakeholders across the organization to drive multiple, concurrent projects to successful completion
Requirements:
* Minimum of 5 years of hands-on experience in data science, machine learning, and AI, preferably in a dynamic, hyper-growth environment.
* At least 3 years of experience managing a data science team, with a proven track record in a similar growth-oriented company.
* Hands-on proven track experience in designing and building solutions on cloud (AWS, GCP, Azure)
* Hands-on experience with platforms or services such as Qwak, Databricks, Sagemaker, Vertex AI (Advantage)
* Experience working with Data Lakes, In-Memory, Graph & Vector DBs (Advantage)
* Advanced degree in Data Science, Physics, Statistics, Math, Computer Science, Industrial Engineering, or a related quantitative field.
* Strong leadership skills with the ability to manage diverse stakeholders and drive multiple projects simultaneously in a fast-paced environment.
* Proficiency in SQL and Python, with extensive experience in crafting optimized data processing and machine learning pipelines.
* Exceptional communication, collaboration, and leadership skills, coupled with strong business acumen and a team-oriented approach.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7780316
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
16/10/2024
Location: Ramat Gan
Job Type: Full Time
We are seeking a Senior Backend Developer to join our core R&D team,
In this role, you will collaborate with talented software engineers and architects to design and build the backbone of our business and technology infrastructure.
You'll play a key part in every phase of the system's development, contributing to the success of our core products.
Requirements:
5+ years of software development experience
Working knowledge of C# and .Net framework
Strong knowledge of system architecture, best practices and design patterns
Experience building high-scale backend systems, web services, APIs - and maintaining them in a high load, high availability production environment
Knowledge of database and data store systems (SQL, Mongo, Dynamo, Redis, etc.).
Working knowledge of CI/CD pipelines, automated testing and deployment
3+ years of cloud infrastructure knowledge
Excellent communication skills and a team player attitude with a can-do approach are essential
Strong Advantage: Node.js
Advantage: Machine Learning methodologies, Messaging systems/events streaming platforms (Kafka etc.), Data Processing pipelines
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7908598
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נאספה מאתר אינטרנט
16/10/2024
Location: Merkaz
Job Type: Full Time
Required DevOps / MLOps Engineer
The pioneer in AI-powered sports content technology, empowers their clients world-wide to connect with their fans through AI-tailored sports content experiences. Our platform automates the creation, management and distribution of content, enabling sports rights holders to expand reach, grow fan bases, and unlock revenue opportunities across digital platforms.
Why us:
Youll work in an exciting environment alongside some of the most innovative people in the industry, using cutting-edge tools and technologies. You have the opportunity to directly influence the products and solutions used by our clients worldwide, including sports giants such as the NBA, Bundesliga, LaLiga, ESPN and thats just the beginning of what we have to offer! Join us and be a part of the best tech team as we Fuel The Fandom.
What youll do:
Own and manage every aspect in the MLOps life cycle for our AI-based automatic sports highlights generation platform.
Design, implement and maintain our whole ML infrastructure, from research to production and from model training to data engineering.
Automate and innovate workflows such as serving and training pipelines for multidisciplinary ML algorithms including Computer Vision, NLP and Data Science.
Build and maintain CI/CD pipelines, releases and Source Code workflows.
Requirements:
4+ years experience as an MLOps engineer, DevOps engineer or similar fields
Experience in a complex, large-scale, high-uptime production cloud environment.
Core understanding of Linux OS, Docker Components, Kubernetes.
Experience with CI/CD pipelines for distributed production systems
Experience with python scripting.
Work experience with Terraform.
Understanding of AI and machine learning fundamentals, concepts and frameworks advantage.
Working with MLOps platforms such as Experiment Tracking, Model Registry, feature Store Advantage (e.g ClearML , W&B, Aws Sagemaker)
Working with Azure Cloud in high-scale production environment Advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7908435
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