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לפני 3 שעות
Location: Haifa
Job Type: Full Time
Come join the AWS Agentic AI science team in building the next generation models for intelligent automation.
AWS, the world-leading provider of cloud services, has fostered the creation and growth of countless new businesses, and is a positive force for good. Our customers bring problems that will give Applied Scientists like you endless opportunities to see your research have a positive and immediate impact in the world. You will have the opportunity to partner with technology and business teams to solve real-world problems, have access to virtually endless data and computational resources, and to world-class engineers and developers that can help bring your ideas into the world. As part of the team, we expect that you will develop innovative solutions to hard problems, and publish your findings at peer reviewed conferences and workshops.
We are looking for world class researchers with experience in one or more of the following areas - autonomous agents, API orchestration, Planning, large multimodal models (especially vision-language models), reinforcement learning (RL) and sequential decision making.
Requirements:
Basic Qualifications
PhD, or Master's degree and 4+ years of CS, CE, ML or related field experience
3+ years of building models for business application experience
Experience in patents or publications at top-tier peer-reviewed conferences or journals
Experience programming in Python or related language
Experience in any of the following areas: algorithms and data structures, parsing, numerical optimization, data mining, parallel and distributed computing, high-performance computing
Preferred Qualifications
Experience with genAI and agents
Experience in shipping AI products.
This position is open to all candidates.
 
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משרות דומות שיכולות לעניין אותך
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לפני 5 שעות
דרושים בגב מערכות
מיקום המשרה: חיפה
סוג משרה: משרה מלאה ועבודה היברידית
מהנדס/ת תוכנה מנוסה בתחום AI ו-LLM
מיקום: חיפה

אנחנו מחפשים מהנדס/ת תוכנה מנוסה להצטרפות לצוות התשתיות שלנו ולהובלת פיתוח מערכות מתקדמות המבוססות על מודלי שפה (LLM). התפקיד כולל אחריות מקצה לקצה על בנייה, אופטימיזציה והטמעה של מערכות חכמות ויציבות בסביבת פרודקשן.

תחומי אחריות:

פיתוח ותחזוקה של שירותים ותהליכי נתונים סביב מודלי שפה.

בנייה ואופטימיזציה של מערכות RAG.

אינטגרציה ו-Orchestration עם LangChain ו-LiteLLM.

עבודה עם מאגרי נתונים וקטוריים (Vector DBs).

פיתוח קוד איכותי, בדיקות, ניטור ו-CI/CD.

שיתוף פעולה עם צוותי מוצר, דאטה ו- DevOps.
דרישות:
3-6+ שנות ניסיון בפיתוח תוכנה.

ניסיון מעשי בעבודה עם AI ו-LLM.

שליטה ב- Python ו/או C ++.

ניסיון עם מערכות RAG ו-Vector DBs.

הבנה באבטחה, הרשאות וניהול סודות.

יכולת הובלה, תקשורת מצוינת ו-Delivery עצמאי.

יתרון:

ניסיון בעבודה עם MCP.

עבודה עם LangChain ו-LiteLLM.

היכרות עם Azure, תורים ומערכות ענן.

Prompt Engineering מתקדם. המשרה מיועדת לנשים ולגברים כאחד.
 
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לפני 3 שעות
Location: Haifa
Job Type: Full Time
Are you a scientist interested in pushing the state of the art in Information Retrieval, Large Language Models and Recommendation Systems? Are you interested in innovating on behalf of millions of customers, helping them accomplish their every day goals? Do you wish you had access to large datasets and tremendous computational resources? Do you want to join a team of capable scientist and engineers, building the future of e-commerce? Answer yes to any of these questions, and you will be a great fit for our team at our company.
Our team is part of our companys Personalization organization, a high-performing group that leverages our companys expertise in machine learning, generative AI, large-scale data systems, and user experience design to deliver the best shopping experiences for our customers. Our team is building next-generation personalization systems powered by Large Language Models. We are tackling novel research challenges to help customers discover products they'll love - at our company scale and latency requirements. We are a team uniquely placed within our company, to have a direct window of opportunity to influence how customers will think about their shopping journey in the future.
As an Applied Science Manager, you will lead a team of scientists working at the frontier of LLM-based personalization. You will set the technical vision, drive the research agenda, and ensure your team delivers production-ready solutions. You will hire, mentor, and develop world-class scientists while fostering a culture of innovation and scientific rigor. You will partner closely with engineering and product teams to translate ambitious research into customer-facing impact, and represent your team's work to senior leadership.
Requirements:
- PhD, or Master's degree and 6+ years of applied research experience
- 3+ years of scientists or AI/machine learning engineers management experience
- 3+ years of experience leading teams that build and deploy ML models for business applications
- Experience leading applied research in one or more of: Recommendation Systems, Information Retrieval, NLP, or Large Language Models
- Demonstrated ability to think strategically, communicate effectively (written and verbal) with senior leadership, and drive cross-team collaboration
Preferred Qualifications
- Experience with LLM training, fine-tuning, or adaptation (e.g., tokenizer modification, domain adaptation)
- Experience with sequential recommendation, user intent/mission modeling, or behavioral modeling.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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דיווח על תוכן לא הולם או מפלה
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מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Haifa
Job Type: Full Time
We are looking for a deep learning algorithm developer to join our growing team under Algorithms Group.
The team is building an innovative multimodal learning framework aimed at improving autonomous driving performance by understanding long-tail cases and providing actionable navigation insights. Were combining state-of-the-art vision-language models to revolutionize how we train, validate, and scale our autonomous systems.
If youre passionate about deep learning and engineering high-impact autonomous solutions - this is the place for you.
What will your job look like:
Contribute to dataset curation activities - collecting, cleaning, labeling, and preparing multimodal data for training and validation.
Train and fine-tune LLMs, VLMs, and VLA models to interpret visual scenes and produce actionable navigation insights supporting autonomous vehicle decision-making.
Support validation of multimodal models - evaluating vision-language-action behavior and helping identify performance gaps across driving scenarios.
Collaborate closely with AV planners, perception teams, and infrastructure engineers to ensure seamless deployment in a real-time ecosystem.
Youll have the opportunity to influence the strategic direction of language-driven autonomy - proposing new ideas, shaping model capabilities, and driving innovation from research to real-world deployment.
Requirements:
M.Sc. in Deep Learning, Computer Vision, NLP, or a related field (Ph.D. an advantage).
Hands-on experience in developing deep learning models.
Strong programming skills in Python (additional C++ is an advantage).
Experience with modern DL frameworks (e.g., PyTorch, TensorFlow).
Experience with large multimodal or language models (LLMs/VLMs/VLA models) and their real-world integration - advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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דיווח על תוכן לא הולם או מפלה
מה השם שלך?
תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Haifa
Job Type: Full Time
We are looking for a senior deep learning algorithm developer to join our growing team under Algorithms Group.
The team is building an innovative multimodal learning framework aimed at improving autonomous driving performance by understanding long-tail cases and providing actionable navigation insights.
Were combining state-of-the-art vision-language models to revolutionize how we train, validate, and scale our autonomous systems.
If youre passionate about deep learning and engineering high-impact autonomous solutions - this is the place for you.
What will your job look like:
Own dataset curation activities- acquiring, cleaning, labeling, and tailoring multimodal data to meet model training and validation requirements.
Train and fine-tune LLMs, VLMs, and VLA models to interpret visual scenes and produce actionable navigation insights supporting autonomous vehicle decision-making.
Lead robust validation of advanced multimodal models - ensuring reliable vision-language-action alignment and consistent performance across diverse real-world driving scenarios.
Collaborate closely with AV planners, perception teams, and infrastructure engineers to ensure seamless deployment in a real-time ecosystem.
Youll have the opportunity to influence the strategic direction of language-driven autonomy - proposing new ideas, shaping model capabilities, and driving innovation from research to real-world deployment.
Requirements:
M.Sc. in Deep Learning, Computer Vision, NLP, or a related field (Ph.D. an advantage).
At least 5 years of hands-on experience developing deep learning models, including a minimum of 2 years of industry experience in the field.
Strong programming skills in Python (additional C++ is an advantage).
Experience with modern DL frameworks (e.g., PyTorch, TensorFlow).
Experience with large multimodal or language models (LLMs/VLMs/VLA models) and their real-world integration - 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
8513542
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דיווח על תוכן לא הולם או מפלה
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תיאור
שליחה
סגור
v נשלח
תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Haifa
Job Type: Full Time
We are looking for an exceptional Technical Expert with proven experience in LLMs/VLMs/VLA models to join our growing team under Mobileyes Algorithms Group. The team is building an innovative multimodal learning framework aimed at improving autonomous driving performance by understanding long-tail cases and providing actionable navigation insights. Were combining state-of-the-art vision-language models to revolutionize how we train, validate, and scale our autonomous systems.
If youre passionate about deep learning and engineering high-impact autonomous solutions - this is the place for you.
What will your job look like:
Lead dataset curation strategy - designing scalable pipelines for multimodal data to drive high-quality training and validation.
Architect and optimize LLMs, VLMs, and VLA models - transforming scene understanding into reliable driving guidance.
Own the validation strategy - defining methodologies, metrics, and failure-analysis workflows for robust vision-language-action alignment.
Make an immediate impact by applying deep expertise to guide model design, methodology, and development priorities from day one.
Collaborate closely with AV planners, perception teams, and infrastructure engineers to ensure seamless deployment in a real-time ecosystem.
Influence the technical direction of language-driven autonomy - contributing experience, shaping capabilities, and driving innovation to production.
Requirements:
M.Sc. in Deep Learning, Computer Vision, NLP, or a related field (Ph.D. an advantage).
Proven experience with large multimodal or language models (LLMs/VLMs/VLA models) and their real-world integration.
At least 7 years of hands-on experience in developing deep learning models.
Strong programming skills in Python (additional C++ is an advantage).
Experience with modern DL frameworks (e.g., PyTorch, TensorFlow).
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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עדכון קורות החיים לפני שליחה
8511782
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דיווח על תוכן לא הולם או מפלה
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תודה על שיתוף הפעולה
מודים לך שלקחת חלק בשיפור התוכן שלנו :)
Location: Haifa
Job Type: Full Time and Temporary
Were looking for a talented Data Scientist to join our Visual Language Action (VLA) validation team. In this role, youll take part in designing and implementing innovative validation systems for Visual LLM-based modules that power next-generation autonomous driving technology. This is a unique opportunity to combine coding, research, and large-scale data analysis in a fast-growing, cutting-edge field.
What will your job look like:
Define problem statements, create and refine prompts in collaboration with internal customers.
Develop and implement QA and validation systems, including designing and building large-scale validation infrastructure and data pipelines for VLA-based autonomous driving solutions.
Run and evaluate LLM-based systems developed by other team members, including performance measurement and analysis.
Work with large-scale data and cloud-based infrastructures to support evaluation pipelines.
Collaborate closely with algorithm developers, researchers, and system engineers in a dynamic environment.
Requirements:
M.Sc. in Engineering, Computational Biology, Brain Science, Applied Maths, Statistics or a related field.
Research experience involving data analysis and ML model evaluation.
Hands-on programming experience in Python.
Solid background in statistics - advantage.
Experience with LLM validation processes - advantage.
Experience working with Big Data or cloud environments - advantage.
Familiarity with LLMs - advantage.
This position is open to all candidates.
 
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הגשת מועמדותהגש מועמדות
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