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לפני 2 שעות
Location: Migdal Haemek
Job Type: Full Time
We are looking for someone who has a proven background in Machine Learning. You should be an engineer or scientist who has the creativity, desire and skills to work on cutting edge measurement technology. Ideally, we would like a candidate who has in-depth knowledge of the industrial applications of advanced Machine Learning algorithms such as Deep Learning for regression and detection/classification.
Lead or participate in projects in the field of Machine and Deep Learning for X-ray-based metrology and inspection applications, from the data science research stage through demonstration of feasibility, experimenting with alternative methods to the deployment and maintenance of the solution
Collaboration with the applications, engineering, and marketing teams to understand customer challenges, propose and implement creative solutions
Requirements:
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
Excellent verbal and written communication skills English required with and Hebrew/Russian an advantage
Building industrial Machine / Deep Learning systems particularly for process control applications.
Relevant publications / conference presentations in machine learning and related fields.
Prior experience in the semiconductor industry
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
This position is open to all candidates.
 
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1 ימים
המרכז לחינוך סייבר
דרושים בהמרכז לחינוך סייבר
תכנית "מגשימים AI" עוסקת בהדרכת בני נוער (י'-י"ב) בתחום מדעי הנתונים והבינה המלאכותית.

תפקיד הרכז.ת הוא לתת מענה מקצועי ואיכותני למדריכי.ות התכנית ולוודא שמדריכיו.ותיו עומדים.ות ביעדי התוכנית תוך מעקב וליווי שוטף שלהם.ן.
בנוסף, תפקידו.ה לגבש תמונת מצב עדכנית על הנעשה בתחום אחריותו.ה באזור ותיווכה למנהל ההדרכה הארצי.
התפקיד כולל גם ניהול אירועים שלא בשגרה, כגון ימי שיא והכשרות סגל.

אחריות על:
ניהול צוות הדרכה הפרוס ארצית כולל גיוס, פיתוח, ליווי והכשרה של סגל התוכנית הטכנולוגי ברמה המקצועית והחינוכית.
הטמעה של פיתוחי תוכן ותוצרי הדרכה חדשים שפותחו בתחום פיתוח למידה ויישום פרויקטים מיוחדים ופיילוטי תוכן בתוך התכנית בהתאם למדיניות ויעדי התכנית.
יישום ובקרה של גאנט ההדרכה השנתי של התכנית (שיעורים, ימי שיא, מחנה קיץ וכו') בשותפות עם צוות הניהול של התכנית.
תחקור של תחומי הלמידה וההדרכה בתכנית ושיקוף של התובנות לגורמי הפיתוח.
ביצוע וניהול הכשרות למדריכים.
ליווי פרטני של מדריכים לאורך השנה.
דרישות:
- ידע טכנולוגי בשפת Python
- עדיפות לסטודנטים.ות/ בוגרים.ות למדעי המחשב, הנדסה, מדעים מדויקים, מדעי הנתונים או ניסיון של שנה או יותר בתחום התכנות ו/או הנתונים.
- רקע בשיטות מחקר וסטטיסטיקה.
- רקע ב Machine Learning / מדעי הנתונים.
- היכרות עם PANDAS ו- SEABORN.
- גישה חינוכית וחברתית, יכולת הדרכה וליווי.
- ניסיון ניהולי/חינוכי/פיקודי יתרון.

מיקום: העבודה הינה היברידית וגמישה כאשר המשרדים בראש העין
משרה: 60% משרה
תחילת עבודה: מיידית המשרה מיועדת לנשים ולגברים כאחד.
 
עוד...
הגשת מועמדות
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2 ימים
ICL
דרושים בICL
Location: Ness Ziona
Job Type: Full Time
- Generate candidates for discovery projects with clearly defined hypotheses based on scientific papers analysis, IP data, computational molecular genetic tools etc.
- Develops genomic, computational, statistical and molecular genetic tools for facilitating fundamental discovery at the gene/protein levels aimed to enhance crop yield.
- Applies a combination of computational and AI-based methods to identify new insights using emerging technologies and next generation analytical tools.
- Operates as a core team member of the R D Innovation biological site, planning and driving Front-End innovation activities.
- Focus on new product development based on scientific research and unmet needs analysis.
- Serve as technical lead and support scientific and technical content related to the latest scientific discoveries, new ingredients, and breakthrough technologies to fuel the company's R D.
Requirements:
- M.Sc or PhD in Bioinformatics/ Computer Science /Plant physiology, or a related field.
- Over three years of experience in agriculture/biology data Science
- knowledge of programming languages: R, Python.
- Deep understanding of Machine Learning, frameworks: TensorFlow, Keras, and PyTorch.
- Experience with data visualization tools: Spotfire, Power BI, or Smartsheets
- Experience with SQL and NoSQL databases (Hive, or Pig).
- Experience with plant molecular biology.
- Experience with field trials.
- Combine strong conceptual and analytical skills with the ability to motivate senior managers and cross-organizational teams to collaborate.
- High-level English.
This position is open to all candidates.
 
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הגשת מועמדות
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7703868
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משרה בלעדית
2 ימים
Experis Key Account
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for a Machine Learning Engineer.

What will you do
In this role, you will take part in the development of a new technology that is based on Machine Learning methods to be implemented in HW in feature Storage products.
Design algorithms, that are based on Machine Learning and signal processing methods.
Work closely with HW engineers to implement the algorithms in HW and take part in the entire development cycle: Define algorithmic specifications with fixed point definitions, write a reference module SW and perform bit-exact tests.
Share your work in external conferences, journals and patent submissions.
Gradually acquire an increasing knowledge of memory systems, which will let you identifying bottlenecks and opportunities, and suggesting new project ideas.
Requirements:
Ph.D./M.Sc. Electrical Engineering or a related field
5+ years of work experience with primary emphasis on algorithms development
Experience in development of algorithms that are implemented in HW: performing fixed point analysis and design reviews, writing reference module (Golden) SW and planning bit-exact verification
Proficiency in Python and ML packages
This position is open to all candidates.
 
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הגשת מועמדות
עדכון קורות החיים לפני שליחה
7758155
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
משרה בלעדית
2 ימים
Globalbit Software
דרושים בGlobalbit Software
Complex, real-world problems with immediate impact on patients lives. You will solve computer vision challenges that can be applied to large scale microscopy imaging.

You will develop robust object recognition and localization approaches on cloud services to accurately translate biological phenomena into computational readouts.

You will conduct research, design and production level implementation of disruptive algorithms for semantic segmentation, object detection and classification of 3-dimensional neuron images using Machine Learning and deep learning methods.

You will advance the state-of-the-art in the field, including generating patents and publications in top journals and conferences.

and more..
Requirements:
- Master's degree in engineering required (software, computers, mathematics, physics, etc.)
- 5+ years of experience in the development and production of computer vision algorithms and deep learning algorithms.
- High proficiency in scientific programming languages such as Python. Especially with deep learning libraries.
- Knowledgeable with neural networks model architecture, distributed computing, cloud native services and Agile software development practices.
This position is open to all candidates.
 
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הגשת מועמדות
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7757988
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משרה בלעדית
4 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
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6664462
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נאספה מאתר אינטרנט
4 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for experienced, creative and highly independent NLP algorithm engineers to join our winning team.
This is a great opportunity to join an algorithm department early on and to have a major impact on the product and methods used.
You will be in charge of end to end algorithm development, from initial research, all the way to full deployment.
RESPONSIBILITIES:
Research, develop, and deploy advanced machine learning and deep learning models to production.
Take end-to-end ownership of the project lifecycle, from data collection and preprocessing to model training, evaluation, and deployment.
Utilize NLP methodologies to extract and provide insights from patient medical records.
Collaborate closely with cross-functional teams to understand business requirements and translate them into data-driven solutions.
Stay updated with the latest research and advancements in machine learning, deep learning, and NLP.
Communicate findings and recommendations effectively to both technical and non-technical stakeholders.
Requirements:
B.Sc + M.Sc in an analytical field (Computer Science, Bioinformatics, Engineering or any other analytical degree)
4+ years of hands-on experience with Machine Learning and Deep learning algorithms
High proficiency with Python and SQL
Experience with NLP and NLU algorithms, including Question Answering, Reading Comprehension, Language Embeddings, etc or equivalent experience in other Deep Learning modalities.
Experience developing end to end data science solutions in production, writing scalable and automated solutions
Team player with strong communication and collaboration skills
Advantages:
Ph.D. in an analytical field
Experience working with Cloud Infrastructure: AWS, Docker, Kubernetes etc.
Experience with LLM models in production systems
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
7 ימים
Job Type: Full Time
We are looking for a top-notch machine learning research engineer to help disrupt the manufacturing world with breakthrough deep reinforcement learning algorithms!
About us:
We are revolutionizing manufacturing paradigms with specialized deep reinforcement learning algorithms developed by world-class machine learning scientists. At this very moment, facilities of multiple Fortune-500 companies across the world are being optimized by us, enjoying hundreds of millions of dollars in incremental value. The company was founded by award-winning scientists, elite IDF tech unit graduates, and serial entrepreneurs. It is backed by top venture capital firms.
We are looking for:
You, a top-notch machine learning research engineer, to join our CTO office, and lead complex deep learning research and deployment activities. This is a one-of-a-kind chance to be on board an extremely successful startup, get exposed to various technological and scientific disciplines, and work with world-renowned experts in machine learning.
As a machine learning research engineer at our CTO office, you will:
Conduct long-term open-ended research that enhances and expands our deep reinforcement learning technology.
Solve unique challenges arising from the field, leveraging our core technology to develop and deploy tailored solutions to clients.
Requirements:
BSc in CS/EE/Math/Physics from a well-known university
At least 3-4 years of hands-on machine learning experience
Education in machine learning at the level of advanced academic courses
Practical experience with deep learning
Self-reliant, proactive, with strong motivation and an inquisitive mind
Advantage:
MSc in machine learning or related area
Experience with deep learning on time series data (Transformers / recurrent models)
Experience with training neural networks in cloud environments (GCP/AWS) and distributed systems
Experience/education in signal processing and/or control theory
Proven research background
Experience in leading projects and mentoring.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
7 ימים
Location: Rehovot
Job Type: Full Time
We are hiring a computational researcher to develop ML/AI tools and investigate molecular mechanisms underlying neurodegeneration.
Projects are highly collaborative and will draw on various techniques, including deep learning for computer vision, statistical genetics, causal inference, and multi-omics studies.
In this position, you will initiate, lead, design, and implement AI/ML-driven biomedical studies with domain experts (biologists/clinicians). We integrate multidisciplinary biology and data science methods, real-world human clinical data, and molecular experiments. We aim to leverage AI/ML and develop powerful bio-medical predictive models. We also translate the molecular mechanisms we have discovered that underlie neurodegeneration into potential therapies.
Requirements:
MSc/PhD in machine learning, (bio)statistics, computer science, OR equivalent work experience delivering state-of-the-art AI/ML solutions
2+ years of hands-on experience in AI/ML.
Fluency in Python (a must).
Experience developing in a Linux environment.
Enthusiasm to work in an academic environment.

Preferred Qualifications:
ML for healthcare, disease biology, or medicine background.
Scientific publications in AI/ML (NeurIPS, ICML, ICLR, Aers), computational biology, or bioinformatics venues.
Experience working with high-throughput biomedical data (e.g., genomics, transcriptomics, proteomics, electronic health records, clinical images)
Rstudio.
Please share a brief statement of research interest/cover letter with your CV (including a list of publications) and contact information of 1-2 references.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
7 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We're on the lookout for an NLP Data Scientist and a Backend Engineer whos as enthusiastic about Generative AI as we are.
In this role, you'll contribute to the development of robust LLM applications, as well as backend systems and infrastructure that support our Generative AI initiatives, aimed at enhancing efficiency and automation. Youll be instrumental in supporting the creation and maintenance of backend services, collaborating with cross-functional teams, leading GenAI applicative research tasks, and contributing to the advancement of GenAI projects. Youll also identify areas for improvement by analyzing user data, AI technologies, and user feedback.
In this role youll:
Use and extend our Generative AI Dev tools as well as open source and other latest LLM App building tools.
Work directly with the latest Generative AI technologies to develop advanced applications and maintain technical relevance in a rapidly-evolving field.
Significantly impact efficiency, improvement, and automation within the company by supporting Generative AI projects
Work in a highly production-minded environment
Participate in research and analysis to identify pain points and opportunities for AI-driven automation and efficiency improvements
Work in tandem with cross-functional teamsincluding Design, Engineering, Data Science, and Operationsto facilitate the integration of Generative AI and process enhancements
Work within a talented team with a fast-paced workflow.
Requirements:
3+ years working as a Backend engineer
3+ years working as NLP/ML/DS applied researcher (or equivalent experience)
B.S. in Computer Science, Electrical Engineering, or Mathematics
Enthusiasm for the latest GenAI technologies
Familiarity with modern backend frameworks, tools, and architecture
Experience with production-grade projects
Eagerness to learn quickly and adapt to new technologies and frameworks
Experience in building LLM applications (preferred)
Ability to work in an office environment a minimum of 3 days a week.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
 
נאספה מאתר אינטרנט
7 ימים
Location: Tel Aviv-Yafo
Job Type: Full Time
We are looking for a Machine Learning Engineer to join our Data Science group.
We are a fast-growing company that is building a multi-product platform for eCommerce brands, and the Data Science group is at the heart of our innovative solutions. Our group works on fundamental challenges within the eCommerce space which span a variety of domains, such as Machine Learning, Deep Learning, NLP, Generative AI, Reinforcement Learning, Recommendation Systems, Computer Vision and more.
You will:
Build data pipelines & large scale solutions based on ML models.
Work with big data technologies (e.g., AWS, spark, airflow, k8s), ML technologies (e.g., pytorch, keras, mlflow) and software engineering technologies (e.g., git, docker, jenkins).
Collaborate with highly experienced developers and researchers.
Constantly learn new stuff.
Requirements:
Must have:
B.Sc. / M.Sc. in Computer Science.
0-2 years of experience in software development preferably as an ML engineer, big data developer or backend developer.
At least 1 year of experience developing in python including academic experience such as a final project, advanced courses, student positions etc.
Outstanding achievements in fundamental computer science courses Data Structures, Algorithms, Systems Programming, Object Oriented Programming.
Fast learner.
Significant Advantages:
Experience working with a cloud technology stack (e.g., AWS, Azure).
Academic background or professional experience in big data development (e.g., databases, distributed systems).
Significant project in machine learning or big data development.
Academic background in Machine Learning or related topics.
Experience with Spark or SQL.
Advantages:
High GPA (90+).
Experience working with git.
This position is open to all candidates.
 
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פורסם ע"י המעסיק
09/06/2024
Location: Jerusalem
Job Type: Full Time
We are The Data Science team, focused on Risk Management, our work is centered around compliance and due diligence, specifically Fair Lending and Anti Money Laundering by unmasking the bad guys and solving problems. Our team is working with vital analytics to ensure we are within the guidelines for banking regulations, managing the bank's exposure to loss and risk. Our team uses SAS, Python and various machine learning models to provide on-demand analysis. You will Manage a team that will design, develop, and implement predictive models, machine learning algorithms, and statistical techniques to assess fair lending risks and detect potential instances of discrimination Analyze large datasets and identify patterns, trends, and potential areas of concern related to Fair Lending practices Utilize advanced statistical methods to evaluate model performance, including model calibration, validation, and interpretation of results Collaborate with cross-functional teams to understand business requirements and develop data-driven solutions for Fair Lending compliance Develop and maintain of scalable data pipelines, data models, and analytical tools to support fair lending analysis and reporting activities Be committed to diversity, equity, and inclusion, with a passion for promoting fairness and equality in lending practices This position reports to the Fair Lending Data Science Manager
You have
* 5+ years of experience in data analysis, statistical modeling, and predictive analytics within the financial services industry, preferably in Fair Lending or credit decisioning - Must
* Bachelor's degree in Statistics, Mathematics, Data Science, Economics, or a quantitative field. - Must ( Advance degree an advantage) Proficient in Hebrew and English both written and verbal, sufficient for achieving consensus and success in a remote and largely asynchronous work environment - Must
* Strong knowledge of advanced analytics and machine learning techniques such as regression and classification algorithms including linear and logistic regression, k-nearest neighbors, support vector machines (SVMs) and other techniques
* Experience working with cloud-based data platforms and technologies such as AWS and Sagemaker for scalable data analytics and machine learning
* Strong technical proficiency in data science tools and programming languages such as Python, R, SQL , with experience in developing predictive models and machine learning algorithms
* Experience working with large-scale datasets
* Ability to communicate findings and recommendations to stakeholders
* Strong problem-solving skills while paying attention to detail
* Strong project management skills, with the ability to manage multiple projects, prioritize tasks, and meet deadlines in a fast-paced, dynamic environment
* Ability to facilitate collaboration to achieve project goals A Bonus
* 2+ years of experience in a leadership or management role an advantage
* Familiarity with Fair Lending regulations such as the Equal Credit Opportunity Act (ECOA), Fair Housing Act (FHA), and Home Mortgage Disclosure Act (HMDA) preferred
* Experience in Fair Lending analytics preferred
* Knowledge of regulatory compliance frameworks and industry guidelines for fair lending risk management an advantage
* Experience with machine learning techniques, such as decision trees, random forests, or gradient boosting an advantage
* Experience with data visualization tools such as Tableau, Power BI an advantage Why join us Cross River Technologies develops software infrastructure for the fintech industry. Providing innovative technological solutions for various financial services, including payments, credit cards, and loans. Globally, Cross River has 900 employees, 170 of whom are based in the R&D center at the Jerusalem offices. We offer a wide range of wellness benefits including ong
Requirements:
This position is open to all candidates.
 
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נאספה מאתר אינטרנט
09/06/2024
Location: Tel Aviv-Yafo
Job Type: Full Time and Hybrid work
We are seeking a talented Backend Developer with a strong background in Large Language Models (LLM), Diffusion Models and GenAI engineering. The ideal candidate will have professional experience programming in Python and a solid understanding of AI protocols and standards.
The Product:
ConvergeCONSUMER is a solution designed to help businesses understand and predict consumer behavior. It combines customer data, next-generation technology platforms, AI, and machine learning to predict consumer demand.
The solution leverages decades of experience in the consumer sector to drive value for clients. It helps businesses understand their customers' spending behaviors and preferences by combining CRM data with external data.
In this role you will:
Write effective and scalable Python code.
Develop and implement AI models including Large Language Models (LLM) and Diffusion Models.
Utilize GenAI engineering tools such as LangChain, RAG, Vector Database for implementation and optimization.
Stay updated with AI protocols and standards and ensure their correct application in projects.
Collaborate with other team members to understand requirements and develop solutions.
Analyze complex problems, identify and define the computational requirements to solve them.
Full time Job
Location: Tel Aviv, Hybrid.
Requirements:
Minimum of 5 years of experience as a Back End developer.
Professional experience programming in Python.
Knowledge of Backend Frameworks such as Node.js and Django.
Knowledge of APIs such as JSON and REST.
Proven experience with Large Language Models (LLM) and Diffusion Models.
Experience with GenAI engineering, implementation and tools, such as LangChain, RAG, Vector Database.
Good understanding of AI protocols and standards.
Degree in Computer Science, Artificial Intelligence, Machine Learning or a related field.
Excellent problem-solving and analytical skills.
Experience working on global teams collaborating via tools such as Jira, Teams, ADO.
Advanced level of English.
Working Israeli permit- a must.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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7752176
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נאספה מאתר אינטרנט
06/06/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We are seeking an LLM Engineer to join our innovative team and contribute to the advancement of our security copilot. As an integral member of our growing team, you will play a key role in enhancing our security automation capabilities.

What youll do

Architect and engineer prompts for various AI models, including LLMs, to generate accurate and actionable outputs for security automation tasks.
Design and develop robust REST APIs that seamlessly integrate AI model functionalities within our core product offerings.
Collaborate with R&D and product teams to optimize AI model performance and integration within our workflow automation platform.
Fine-tune models for specific security-related tasks, maximizing their effectiveness and reliability.
Explore and implement novel applications of AI to enhance automation capabilities and user experience.
Requirements:
4+ years of experience in software development, with strong proficiency in backend technologies.
Familiarity with a variety of AI models, including but not limited to large language models, and an understanding of their capabilities in tasks such as text generation, code completion, and more - A must.
Experience with prompt engineering techniques to achieve desired outputs from LLMs - A must.
Strong analytical and problem-solving skills to navigate the complexities of AI and LLM integration - A must.
Excellent communication and collaboration skills to work effectively across diverse teams.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7750176
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נאספה מאתר אינטרנט
04/06/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
* We are developing a cutting-edge promotion operating system that helps brands manage, analyze and optimize their promotional spend. Our system uses Causal Machine Learning to analyze the incrementality of promotions and help our customers optimally invest their promotion budgets.
* We believe causality is the best way for companies to act on their data. If you do too, you might be a good fit!
Responsibilities
* Analyze raw event data, decide which data is desirable, and structure the data in a useable way
* Create data transformations that are easy to consume in real time
* Build real time and batch prediction models using Causal ML for users incremental lift
* Design complex experiments that TEST reactions to different treatments
* Collaborate with engineering team to bring Machine Learning models to production
* Generate actionable insights for our customers
* Suggest potential areas of explorations based on business impact
Requirements:
* Bachelor's degree or equivalent experience in quantitative field (Statistics, Mathematics, Computer Science, Engineering, etc.)
* At least 4 years of experience in a data Science role
* Full ( data Science) Stack experience: data pipelining, model building, experimentation, and analysis/reporting
* Strong working knowledge of SQL: ability to dive into raw data and debug problems
* Deep understanding of Machine Learning algorithms and experience with production pipelines. Advantage: experience with Causal Inference, multi-armed bandits
* Experience setting up data /ML pipelines in production environments (e.g. working with MLOps, DBT, etc.)
* Experience with designing A/B tests in complex environments
* Fluency in Python
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
28/05/2024
Location: Caesarea
Job Type: Full Time
We are looking for an experienced team lead for our AI pipelines team.
Company Overview:
We are developing an innovative HW/SW computing platform for DL inference acceleration which sets new, unprecedented, bars of high performance and cost. Our platforms are targeted for cloud and enterprise (in-perm) environments.
Role description:
You will lead a small talented core team of our R&D which is responsible for the following main deliverables:
Designing, analyzing, and optimizing workloads from various sources (open source, customer-provided, home-grown) on our platforms. The focus is on workloads for NLP, speech, and computer vision.
Benchmarking and competitive analysis of workloads on other inference acceleration platforms.
Working directly with customers on new requirements and efficient deployment of their workloads on our platform
Identifying missing gaps and new requirements for SW/HW to improve workload performance and efficient deployment.
This is an exciting opportunity to work on cutting-edge and emerging technologies, across multi-disciplinary domains of deep-learning models and computer architectures.
This is not a position of data science!
Role responsibility:
You will lead a small engineering team (3-5 engineers)
Provide both technical and managerial leadership.
Participate in design reviews, perform code reviews, and take part in coding tasks.
Foster a collaborative and innovative team culture, ensuring effective communication and knowledge sharing.
Requirements:
Must-have requirements: 
BSc/MSc in Computer Science or Computer Engineering from the accredited university
Managed at least 2-3 engineers
Experience in implementing algorithms on embedded platforms
Experience in Python programming and DL frameworks
Proven experience in ML engineering and specifically, implementing AI pipelines (composed of pretrained DL models and pre/post processing), data streaming, model zoo handling, and inference serving in production environments.
Advantages:
Experience using Nvidia tools and leveraging CPU+GPU instances on the cloud or on-premises for development and for in-production deployment.
Experience with C++ and software programming principles (e.g., OOP, design patterns)
Working with remote (offshore) partners.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
28/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for an experienced Senior Software Engineer, with a passion for delivering high-quality code to join the Machine Learning Engineering team which implements and deploys our cutting-edge computer vision-based algorithms, and develops the next-generation solution for our smart cart.
About The Role:
Design, develop, and maintain our computer vision-based solution
Identify bottlenecks, and write highly optimized code exploiting various HW accelerators
Take part in all architecture and development stages, and work closely with the Algo and QA team members
Contribute to the teams engineering culture, by implementing best engineering practices.
Requirements:
B.Sc./M.Sc. in CS or EE, from a university
3 years of Software Engineering experience
Experience developing with Python & C++ languages
Good understanding of computer architecture and operating systems
Ability to manage multiple tasks simultaneously
Good people and communication skills, fast learner, and self-motivated
Desirable:
Knowledge in algorithms implementation and runtime-memory optimizations
Machine learning, deep learning, computer vision, or image processing background
Experience working in Unix-based environments
DSP/GPU/SIMD programming experience.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
עדכון קורות החיים לפני שליחה
עדכון קורות החיים לפני שליחה
7738985
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נאספה מאתר אינטרנט
28/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
We're looking for a passionate ML SW Team Leader, which loves creating, shaping and impacting the company's product and vision.
As a ML SW Team Leader, you'll deliver a scalable, high quality infrastructure, combining AI models with Application needs. Building a fast, scalable and reliable data pipeline on IOT device, Deal with a bunch of technological challenges in areas such as performance and data scale, high standards, clean-code, and more.
You will need both low-level and high-level knowledge to handle performance and AI challenges while delivering high quality features and infrastructure. Constantly improve the process, adopt new technologies and create better products.
About The Role:
you will design, build and deliver the next generation features of our ML based solution.
Managing the day-to-day activities of the team, dealing with priorities and challenges.
Perform code reviews, design reviews, evaluate implementations, and provide feedback to team members.
Plan the team work based on business goals, estimate the effort, provide due dates, and deliver on them.
Build your team hire, coach, mentor, improve and lead your engineers.
Work closely with researches and App team developers in defining and delivering features.
Contribute to the company's engineering culture, by implementing best engineering practices.
Requirements:
Extensive Software Engineering Experience - A minimum of 10 years of hands-on experience in software engineering
Leadership Experience- At least 3 years of proven leadership experience in managing software development teams
Proficiency in Python and C++
Strong Organizational Skills: Excellent organizational abilities with a track record of effectively managing multiple tasks, setting priorities, and meeting deadlines in a dynamic work environment.
Strong sense of ownership and accountability for projects, coupled with exceptional leadership skills to inspire teams towards achieving collective goals. A proactive "yes we can" attitude is essential
Experience in Computer Vision/AI (Advantageous): Prior experience or exposure to computer vision and artificial intelligence technologies would be advantageous.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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7738979
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נאספה מאתר אינטרנט
28/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
Required Software Engineer- MLE Team
Full-time
Tel-Aviv
An AI start-up specializing in retail solutions and shopping experiences. Our technology turns any shopping cart into a smart cart. Powered by computer vision and data analytics, the cart lets shoppers grab the products they want and skip the checkout lines when they leave the store.
We are based in Tel Aviv, deployed by major grocery chains worldwide, and employ some of the best minds in the AI sector.
We're looking for someone with a passion for delivering high-quality code to join the Machine Learning Engineering team which implements and deploys our cutting-edge computer vision-based algorithms, and develops the next-generation solution for our smart cart.
About The Role:
Design, develop, and maintain our computer vision-based solution
Identify bottlenecks, and write highly optimized code exploiting various HW accelerators
Take part in all architecture and development stages, and work closely with the Algo and QA team members
Contribute to the teams engineering culture, by implementing best engineering practices.
Requirements:
B.Sc./M.Sc. in CS or EE, from a certified university
3+ years of experience in Software Engineering, including C++ programming
Ability to manage multiple tasks simultaneously
Good people and communication skills, fast learner, and self-motivated
Desirable:
Knowledge in algorithms implementation and runtime-memory optimizations
Machine learning, deep learning, computer vision, or image processing background
Python programming experience
Experience working in Unix-based environments
DSP/GPU/SIMD programming experience.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
7738977
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נאספה מאתר אינטרנט
20/05/2024
Location: Petah Tikva
Job Type: Full Time
We are seeking a developer for a key position in our data science and algorithms team, with a significant opportunity to drive the next-generation technology of our company.
Requirements:
Excellent coding skills in Java, Python, C++ and Scala

Experience with training, testing, deployment, and monitoring machine learning models in production

Experience in writing high-scale, production-level code

Experience using Docker and CI/CD

Experience with Linux environment

A great person (this is a must)
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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נאספה מאתר אינטרנט
19/05/2024
Location: Tel Aviv-Yafo
Job Type: Full Time
As an NLP Specialist you will work in the CTO group and be responsible for tasks across all of the applied algorithmic research aspects of allowing Maverick to support autonomous coding for a medical subspecialty.

RESPONSIBILITIES
Providing high coverage and fidelity autonomous coding for your assigned medical specialty. This includes, of course:

Data acquisition
Interaction with domain experts including
Annotation team(s)
Auditors
Interacting with:
Product Managers
Peer researchers
Research engineering
Data cleaning
Coding consistency
Synthetic medical data generation
Designing, training, evaluating, improving and maintaining machine learning models, including cutting edge deep learning models.
Designing, implementing and maintaining machine learning and research pipelines
Conducting applied algorithmic and reproducible research
Delivering timely updates to ever improving autonomous coding capabilities
Requirements:
M.Sc. (Phd preferred) in Computer Science, research track, ideally with a thesis in deep learning, computational linguistics, knowledge graphs
Proven ability of conducting reproducible applied research
Ability of articulating research questions, goals, outline, work plan, results and insights
High proficiency in Python and its data science stack (Pandas, sklearn, Jupyter notebooks, etc.)
3+ years of experience in applied research
2+ years of hands-on experience in engineering in production environments
NLP/NLU/NLG experience in document classification, text generation, summarization, NER
Deep understanding of artificial deep neural networks architectures, algorithms, infrastructure, tooling and practices, specifically in NLP/NLU/NLG
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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