דרושים » מדעים מדוייקים » Reinforcement Learning Researcher

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לפני 5 שעות
אלביט מערכות
דרושים באלביט מערכות
Job Type: Full Time
The Land division of Elbit Systems provides integrated solutions to the defense sector, and is a major part in ensuring the safety of Israeli citizens and defense forces
At the AI and Algorithms Group 
we develop cutting edge algorithms for a wide range of systems, from autonomous vehicles to drones and more. We tackle problems in the areas of 3D-perception, computer-vision and decision-making, using Deep Learning and Reinforcement Learning methods
We are looking for an experienced algorithm Developer to join the
Decision-Making team, take part in developing algorithms for various projects such as autonomous ground and aerial vehicles, decision support systems and more
The job is located in Yoqne'am
Requirements:
:Requirements

MSc/PhD in CS/EE/Related field, with a relevant thesis (preferably RL)
3 years of experience developing decision-making algorithms (preferably decision-making)
Strong knowledge in Reinforcement Learning
Highly proficient in Python
Solid knowledge in Deep Learning and PyTorch
Good understanding of dynamical systems (advantage)
Knowledge of planning algorithms and combinatorial optimization (advantage)

*הפניה מיועדת לנשים וגברים כאחד
**רק פניות מתאימות יענו
This position is open to all candidates.
 
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לפני 2 שעות
אורלי השמה
דרושים באורלי השמה
Job Type: Full Time
The Company is a leader in AI based perception and decision-making applications for vision systems and autonomous platforms. We deliver robust Real-Time perception solutions for any kind of vision sensor and environmental conditions while specializing in implementing them on low-power edge devices.

As an Algorithm engineer, youll work with the best researchers to solve challenging problems and realize novel ideas into products. The ideal candidate for the role would be fluent and up-to-date with Computer Vision research and obsesses about high-quality system engineering to realize research ideas and provide the best AI products in the market.
Requirements:
BSc/MSc degree in Computer Science, Electrical Engineering, Applied Mathematics, or a related field
- Over 5 years of experience in hands-on development of computer vision algorithms
- Extensive experience in research and development of deep learning solutions within the computer vision domain
- Experience with various computer vision tasks with specialization in a least one of these fields: Scene and object motion estimation, SLAM, State Estimation, Sensor Fusion, Generative models such as GANs, Pose estimation, Object detection, Tracking, Semantic Segmentation, Camera Calibrations
- Demonstrated expertise in data manipulation, statistical modeling, and ML/ DL solution implementation in production environments (using TensorFlow/Pytorch)
Proficiency in Python programming
This position is open to all candidates.
 
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משרה בלעדית
3 ימים
SQLink
דרושים בSQLink
מיקום המשרה: מספר מקומות
סוג משרה: משרה מלאה
חברת מדיקל גלובלית באיזור הצפון מגייסת מהנדס/ת Computer Vision בכיר/ה
במסגרת התפקיד: עבודה עם צוות מולטי-דיסציפלינרי לפיתוח פלטפורמה מבוססת ראייה ממוחשבת, תכנון ובניית אלגוריתמים בתחום ה-Computer Vision ו- Machine Learning, הטמעת מודלים על בסיס נתוני וידאו וחיישנים, שימוש בארכיטקטורות חדשניות כגון CNN, Transformers ועוד.
דרישות:
- 5 שנות ניסיון בפיתוח אלגוריתמים בתחום Computer Vision עם Machine
Learning ו-Deep Learning
- ניסיון בעבודה עם TensorFlow או PyTorch
- ניסיון ב- Python ו-++ C
- ניסיון בעבודה בסביבת Linux ועבודה עם ספריות OpenCV
- תואר שני במדעי המחשב / הנדסה / תחום רלוונטי המשרה מיועדת לנשים ולגברים כאחד.
 
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Location: Haifa
Job Type: Full Time
we are a global leader in autonomous driving technologies and advanced driver-assistance systems (ADAS). Our cutting-edge solutions, including the EyeQ chip, company SuperVision, company Drive, and company Chauffeur, leverage computer vision and machine learning to enhance vehicle safety and enable self-driving capabilities. Integrated into millions of vehicles worldwide, our technology is redefining the automotive industry and driving the evolution towards smarter, safer, and more autonomous mobility.
In our group, we research, develop, and deploy state-of-the-art lidar based techniques to achieve world-class results, enabling the safe development of Autonomous Driving features and Advanced Driver Assistance Systems.
What will your job look like:
Research, design, develop, and implement lidar based algorithms in both Python and C++ for solving complex problems
Evaluate existing models and techniques, and propose innovative approaches to improve algorithm performance and accuracy
Examine your algorithms on large-scale real-world data from our data collection vehicles across the globe
Collaborate with cross-functional teams to understand requirements and develop solutions
Optimize existing algorithms to improve performance and scalability.
Requirements:
M.Sc./Ph.D. in Computer Science, Electrical Engineering or a related field, with research in deep neural networks
3+ years of experience in developing Computer Vision algorithms employing deep neural network techniques
Knowledge of transformers and specifically Vision Transformers is an advantage
Strong statistical analysis, mathematical, and problem-solving skills
Ability to learn new technologies and techniques
Independence, creativity and a proactive approach
Experience with the automotive industry is an advantage.
This position is open to all candidates.
 
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12/05/2025
Location: Haifa
Job Type: Full Time
Senior Algorithm Developer Image Processing & Computer Vision (5588) We are looking for a senior Algorithm engineer to lead the design and implementation of advanced solutions in the fields of image processing and computer vision, as part of a multidisciplinary electro-optical systems team.
Requirements:
Senior Algorithm Developer Image Processing & Computer Vision (5588) We are looking for a senior Algorithm engineer to lead the design and implementation of advanced solutions in the fields of image processing and computer vision, as part of a multidisciplinary electro-optical systems team. Key Responsibilities: Develop and optimize algorithms for detection, tracking, and classification in real-world conditions
Lead algorithmic design from concept to implementation in MATLAB / Python / C ++
Perform performance evaluation and comparative analysis
Collaborate with system, hardware, and integration teams
Support lab and field testing, including experiment design and data analysis
Apply classical approaches and Machine Learning tools for performance enhancement Requirements: BSc in Engineering, Physics, Mathematics, or a related field required
MSc an advantage
7+ years of hands-on experience in classical image processing required
Solid background in statistics, estimation theory, and signal processing
Experience with multi-sensor data fusion strong advantage
Strong analytical and problem-solving skills
This position is open to all candidates.
 
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04/06/2025
חברה חסויה
Location: Yokne`am
Job Type: Full Time
We are seeking an experienced, forward-thinking, focused, analytical, and motivated Engineer to take ownership for the PCB NPI with the aim of achieving company targets.

You'll be part of a diverse and encouraging environment where everyone is encouraged to do their best work.

What you'll be doing:

Lead the PCB qualification for Networking products (2nd source).

Collaborate with engineering teams to identify suitable PCB suppliers (tech capability and capacity) and define the qualification plan.

Coordinate and lead the changes in the ECR/CCB process.

Work with the PCB sourcing team for sample assembly and qualification.

Track activities, lead timelines, and ensure qualification completion, Support transition from qualification to mass production.

Lead risk plans for material needs before PCB qualification is completed.

Identify critical-paths, bottlenecks and implement risk management methodologies.

Develop and implement project management methodologies and processes to improve tracking, clarity, execution, and day-to-day efficiency.
Requirements:
B.Sc. in Industrial engineering, Material or Chemical engineering or a related field, or equivalent experience.

Strong engineering background with business and operations proficiency.

5+ years of proven experience in leading sophisticated, highly technology-intensive projects (PCB advantage).

Strong critical thinking, attention to detail, and strong decision-making skills.

Independent and proactive approach being able to own a task but also to deep dive into the relevant details surrounding it.

Performs well in an intensive environment - Working hour flexibility (working with global parties).

Ability to manage schedule and meet deadlines.

Multitasking, good interpersonal skills and a great teammate.

Proficient in English reading, writing, and speaking.

Microsoft Office tools - Excellent skills in Word, Excel, and PowerPoint tools.
This position is open to all candidates.
 
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29/05/2025
Location: Tel Aviv-Yafo and Yokne`am
Job Type: Full Time
We are looking for Industrial Engineer for the Product Management & Configuration Team.

Our Networking division is a leading supplier of innovative end-to-end InfiniBand and Ethernet connectivity solutions and services for servers and storage. We offer market-leading solutions that include adapter cards, switches, cables and software to support networking technologies. Our products optimize data center performance and deliver industry-leading bandwidth and scalability. In addition, we serve a wide range of markets including high performance computing, enterprise, data centers, cloud computing, big data and Web 2.0. We are constantly reinventing ourselves to stay ahead of the market and bring groundbreaking products and services to the industry. Our product line is focusing on delivering the most optimized Ethernet solutions for industries like Media and Entertainment as well as any other industry that can benefit from our Datastream and TCP/IP acceleration.

What you'll be doing:

Manage products Life-cycle from early development stages through mass production, until End of life:

Bill of Material Management and Configuration.

Change Control Management.

Interfaces: R&D groups, Operations, customers and sub-contractors.
Requirements:
What we need to see:

B.Sc. in Industrial Engineering.

2+ years experience with product BOM (Bill of Material) and Change Control management, Product Configuration.

Hardworking team player, with initiative skills; Independent and capable of leading tasks from start to end.

Sharp thinking and good decision-making skills.

Excellent interpersonal skills.

Ability to manage one's schedule and meet deadlines.

Leadership flexibility and openness to tackling new tasks and projects in a flexible, fast-paced environment.

Performs well in an intensive and dynamic environment.

Microsoft Office tools - Excellent control in Word, Excel and PowerPoint tools.

Languages: English - Good writing and reading skills. Good verbal skills.

Ways to stand out from a crowd:

Technical understanding & knowledge (Electronics/Mechanical).

PDM tool - Agile system.

Experience with Project management (MS Project).
This position is open to all candidates.
 
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04/06/2025
חברה חסויה
Location: Yokne`am
Job Type: Full Time
Our Networking team is looking for an outstanding candidate who thrives in a multifaceted environment, as a SW Release Manager. Taking care of world-class technologies in the areas of Data Centers, cloud, software defined networks, security for the most sophisticated markets and customers. The Networking Cluster Solutions SW group copes with a broad range of sophisticated networking solutions for AI, HPC and cloud. The candidate will need to ensure the release is delivered on time and in high quality, coordinate between development and testing groups and between global SW groups. In addition, the role will require to gain good understanding of E2E solutions dependencies.

What youll be doing:

Be an effective leader in crafting and driving a delivery of high quality SW in an efficient way.

Partner with Engineering, Operations, Architecture and Marketing to coordinate the release of the products and ensure release will meet the schedule and with high quality.

Take full ownership on the relevant products from the kickoff to signoff.

Work with planning and tracking systems to lead the release progress, and build release indicators.

Partner with the QA teams to ensure alignment of all tests between the development, verification and QA groups.

Conduct and Attend release meeting and communicate release status. Resolve issues when they appear and raise red-flags when needed.

Collaborate with teams across the globe to drive process changes that can help improve development and release workflow.

Improve process, guidelines, checklists across NCS group.
Requirements:
What we need to see:

Bachelor's or Masters degree or equivalent experience in Computer Science or industrial Engineering.

Proven experience as a Release manager or SW project leadership with 3+ years of overall experience.

Agility with multi-tasking abilities, and Thrives in ambiguity.

Working in an independent and organized way.

Excellent problem-solving, analytical thinking and critical thinking abilities.

Ability to self-manage, self-start, lead technically and communicate effectively.

Excellent presentation skills and eloquent English. Public speaking required.

Proficiency with tools such as MS Excel, Atlassian Confluence, enterprise ticket system e.g. Redmine, Jira, TFS. Airtable knowledge is an advantage.

Great interpersonal skills.

Ways to stand out from the crowd:

Good technical knowhow and familiarity with Networking and Cloud technologies.

Experience with Agile software development methodology and practices.

Experience in implementing use cases for AI transformation.
This position is open to all candidates.
 
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28/05/2025
חברה חסויה
Location: Yokne`am
Job Type: Full Time
Our Networking division is a leading supplier of innovative end-to-end NVLINK, InfiniBand and Ethernet connectivity solutions and services for servers and storage. We offer market-leading solutions that include adapter cards, switches, cables, and software to support networking technologies. Our products optimize data center performance, leveraging NVIDIAs AI solution and deliver industry-leading bandwidth and scalability. In addition, we serve a wide range of sectors, including high-performance computing, enterprise, data centers, cloud computing, big data, and Web 2.0.

What you'll be doing:
Be an integrated part of the product design.
Establish NPI production lines at CMs sites.
Lead internal and externals cross-functional teams to meet engineering aspects projects schedule.
Develop and implement manufacturing processes for new products to meet projects requirements.
Drive CMs to excellence in aspects of manufacturing process, quality management and HVM mindset.
Requirements:
B.Sc. or equivalent experience. in Mechanical or Industrial Engineering.
2+ years of relevant experience.
Experience in PCBA manufacturing, including knowledge of PCB design, SMT process, mechanical assembly and testing processes.
Experience in leading projects with multi CMs/vendors.
Strong problem-solving and analytical skills to identify and resolve technical issues during the product development process.
Well organized and details oriented.
Excellent English, reading, writing and presentation capabilities.
Relevant Courses: Project management (advantage), Quality/process-related courses.
This position is open to all candidates.
 
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28/05/2025
חברה חסויה
Location: Yokne`am
Job Type: Full Time
We are a leader in high-performance computing and machine learning, seeking a HW program manager with technical skills for HW R&D. This role involves program management of our Interconnect products, contributing to next-gen data centers.

As a top supplier of InfiniBand and Ethernet solutions, We offer best-in-class adapter cards, switches, cables, and software to optimize data center performance. We serve markets like high-performance computing, enterprise, data centers, cloud computing, big data, and Web 2.0. Our Ethernet solutions benefit industries such as Media and Entertainment with Datastream and TCP/IP acceleration. We are renowned as a desirable employer, attracting talented and forward-thinking individuals. If you're creative and autonomous, we want to hear from you!

What you'll be doing:

Build, manage, and implement comprehensive long-term programs, including setting timelines, allocating resources, and setting up progress milestones.

Work with engineers from different teams to ensure consistency with company strategy, commitments, and goals.

Facilitate teamwork and cooperation among team leaders to ensure accountability on their tasks and deadlines.

Capable of foreseeing and handling risks associated with constant change through proper prioritization. Come up with innovative solutions to difficult problems, and co-develop solutions and mitigation strategies.
Requirements:
What we need to see:

B.Sc. in Industrial Engineering/ Mechanical/ Electrical Engineering.

At least 8 years of experience in HW program management.

Excellent program management skills familiar with project management methodologies and tools.

Ability to lead cross-functional teams and initiatives.

Good written and verbal communication skills in English.

Excellent written and verbal interpersonal skills to lead effectively across cultures and geographies.

Personal skills: Team player and strong problem-solving skills, independent, accountable, adaptive to changes in a fast-paced environment, ability to drive people and tasks, leadership qualities, excellent communication skills.

Ways to stand out from the crowd:

Having experience in HW development, design, and manufacturing.

Knowledge of infrastructure (hardware and software) data center (electrical and mechanical) technologies.

Long-term planning and execution skills to carry our Networking solution lifecycle planning.

Proven technical leadership.

Experience in customer facing roles.
This position is open to all candidates.
 
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8196226
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29/05/2025
Location: Yokne`am
Job Type: Full Time
We are looking for a technical program manager for product engineering organization, responsible for programs and project on various Network products. The PM will drive execution and scheduling of interconnect projects while aligning with corporate priorities and constraints. We are a leading supplier of innovative end-to-end InfiniBand and Ethernet connectivity solutions and services for servers and storage. We offer best-in-class solutions that include adapter cards, switches, cables, and software to support networking technologies. Our products optimize data center performance and deliver industry-leading bandwidth and scalability. In addition, we serve a wide range of markets including high-performance computing, enterprise, data centers, cloud computing, big data and Web 2.0. We are constantly reinventing ourselves to stay ahead of the market and bring groundbreaking products and services to the industry. Our product line is focusing on delivering the most optimized Ethernet solutions for industries like Media and Entertainment as well as any other industry that can benefit from our Datastream and TCP/IP acceleration.

What you'll be doing:

Responsibility to coordinate between all project stakeholders such as HW, SW, operations etc, from initial requirements definition through delivery.

Work with project managers and engineers to ensure consistency with company strategy, commitments, and goals.

Responsibility for developing and implementing interconnect methodologies and Project management processes and tools.
Requirements:
What we need to see:

B.Sc. in Industrial Engineering / Electrical Engineering.

At least 8 years of experience in HW program management.

Excellent program management skills familiar with project management methodologies and tools.

Ability to lead cross functional teams and initiatives.

Good written and verbal communication skills in English.

Personal skills: Team player, independent, responsible, capable of multi-tasking, ability to drive people and tasks, leadership qualities, excellent communication skills.

Ways to stand out from the crowd:

Having experience in HW development, design, and manufacturing.

Proven technical leadership.

Experience in customer facing roles.
This position is open to all candidates.
 
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