Algorithm Developer jobs at Applied Materials in Israel, Rishon Lezion

Algorithm research

Working on highly innovative technology in the semiconductor industry.

It involves, deep mathematical background, signal processing and estimation, model analysis and multidisciplinary knowledge from physics and algorithms.

Our Group:

Patterning Division

Whatyou'll be doing:

• Algo Research and implementation in the fields of Computer vision, Machine learning and Deconvolution of 3D structures
• Develop statistical models including error bounds

What you should have?

• Experience in Computer Vision: Registration and segmentation
• Experience in signal processing and estimation theory: Statistical modeling, Maximum likelihood, etc.
• Experience in Machine Learning: Error bounds, algorithms and optimizations
• Experience in SEM imaging: an advantage

What’s in it for you?

• Work with the best : Join a team of algorithm masters and researchers who are passionate about solving complex computer vision and deep learning challenges.
• Innovate at scale : Contribute to the development of cutting-edge detection algorithms that power the next generation of optical wafer inspection tools.
• End-to-end impact : Be involved in the full lifecycle—from concept and feasibility to implementation and integration—of algorithms that directly influence product performance.
• Shape the future : Your work will help enable the production of advanced microchips, driving innovation across industries from AI to consumer electronics.

What you'll be doing:

• Understanding classical, computer vision and machine learning / deep learning algorithms for image analysis, image registration, pattern recognition, anomaly detection andclassification.
• Prototyping algorithms approach solving complex problems and drive integration of new algo solutions to product.
• Develop and implement algorithms, support the software team in integration and evaluation.
• Algorithm optimization to reduce computational cost and influence hardware requirements.

What should you have?

• Master’s / Research background- Qualification preferred – Image/ Signal Processing, Computer Vison, Deep Learning
• 10+ years of experience
• Strong background in computer vision, image processing, anomaly detection - must.
• DL experience - advantage
• Expertise in C/C++, Python, and working experience with Pytorch or similar framework
• Excellent analytical, problem-solving, and organizational skills, along with strong interpersonal communication skills.
• Experience working in the Semiconductor industry – an advantage.

What’s in it for you?

• Join a challenging work environment, with the latest technologies and hardware available in the industry.
• Be part of a learning-oriented and supportive team culture.
• Gain an in-depth understanding of low-level technologies.
• Participate in identifying and addressing weaknesses in our developments and the hardware we utilize.

Whatyou'll be doing:

You will develop automation for computing systems and infrastructures for closed systems. You will assume full responsibility for the computing, operating systems, and infrastructures on our products, including procedures and automated unit testing / ATP, to allow transitioning our solutions to our suppliers, the production floor and eventually our customers.

What should you have?

• At least 3 years of experience as a Linux System Administrator, and experience in System or DevOps roles (Linux/Windows), preferably Ubuntu knowledge.
• Proficiency in Ansible and Linux shell scripting.
• Ability to design and implement complex automation procedures.
• Comprehensive understanding of Linux internals, including deployment, packaging and distribution methods, LVM, and security.
• Strong troubleshooting skills in both Linux and Windows environments.
• Experience with container technologies such as Docker / Kubernetes.
• B.A. / B.Sc. in Software Development / Engineering / Computer Science or a related field.
• Hands-on experience with Windows OS, PowerShell usage, and storage systems is a strong advantage.
• Experience with HPC servers is an advantage.
• Background working with OEM companies is an advantage.

What’s in it for you?

• Work with the best : Join a team of algorithm masters and researchers who are passionate about solving complex computer vision and deep learning challenges.
• Innovate at scale : Contribute to the development of cutting-edge detection algorithms that power the next generation of optical wafer inspection tools.
• End-to-end impact : Be involved in the full lifecycle—from concept and feasibility to implementation and integration—of algorithms that directly influence product performance.
• Shape the future : Your work will help enable the production of advanced microchips, driving innovation across industries from AI to consumer electronics.

What you'll be doing:

You will be leading research, design, development, and implementation of algorithmic modules. You will perform algorithmic concepts and feasibility for image processing algorithms, including problem analysis, data gathering, literature review, concept selection and evaluation and implementation constraint.

• Understanding computer vision and machine learning / deep learning algorithms for image analysis, image registration, pattern recognition, object detection andclassification.
• Prototyping algorithms approach solving complex problems and drive integration of new algo solutions to product.
• Develop and implement algorithms, support the SW team in integration and evaluation.
• Algorithm optimization to reduce computational cost and influence hardware requirements.

What should you have?

• Master’s / Research background- Qualification preferred – Image/ Signal Processing, Computer Vison, Deep Learning.
• 10+ years of experienceand strong background in computer vision, image processing, and DL technology.
• Expertise in C/C++, Python, and working experience with Pytorch or similar framework.
• Excellent analytical, problem-solving, and organizational skills, along with strong interpersonal communication skills.
• Experience working in the Semiconductor industry – an advantage.

What’s in it for you?

• Working in a challenging and interesting environment.
• Working with the latest technologies and hardware.
• Working in a learning and supportive environment.
• The ability to understand and learn low-level of technologically.
• The ability to learn and evolve on a personal level.
• The ability to challenge and find weaknesses based on our developments and hardware we work with.

Whatyou'll be doing:

You will develop automation in the computing systems and infrastructures in the IT environment for closed systems, you will get full responsibility for the computing, operating systems, and infrastructures on our products, and you will be the owner of the procedures and testing as a development unit (RnD) that transfers the solution to the production floor.

Our team is also responsible for providing support to the Applied Materials software group - which needs and is required to install third-party software or request ad-hoc solutions that we provide by installing software that is required for the benefit of the product, and this is done by automation or procedures that we are the owner of them.

What should you have?

• At least 8-year work experience in hi-tech industry – System and Active Directory – Must
• B.Sc. in Computer science field or any related field – Must
• Ability to lead a tasks and missions without direct supervision – Must
• Ability to present things in a technically clear way – Must
• Can do approach - Must
• Strong Hands-on experience Windows & Linux based platform
• Ability to writing a technical procedure
• PowerShell and automation scripts
• Strong experience in Storage system (SAN/NAS)
• Experience with Microsoft Server technology, including SQL Server, IIS, GPO, and Active Directory
• Strong experience in Network Infrastructure and firewall’s
• Strong experience in Virtualization systems
• MCSE / MCSA

Algorithm research

Working on highly innovative technology in the semiconductor industry.

It involves, deep mathematical background, signal processing and estimation, model analysis and multidisciplinary knowledge from physics and algorithms.

Our Group:

Patterning, MesoVision group

Whatyou'll be doing:

• Algo Research and implementation in the fields of Computer vision, Machine learning and Deconvolution of 3D structures
• Develop statistical models including error bounds

What you should have?

• Experience in Computer Vision: Registration and segmentation
• Experience in signal processing and estimation theory: Statistical modeling, Maximum likelihood, etc.
• Experience in Machine Learning: Error bounds, algorithms and optimizations
• Experience in SEM imaging: an advantage

Job Description

You will tackle some of the most challenging problems in the field of imaging and metrology. You will have the opportunity to innovate and develop ideas from their inception, shaping them into viable products. You will be part of a small, talented, multi-disciplinary team working in a startup mode but with the support of a large and strong organization. You will enhance your skills in optical and SEM-based metrology, understand complex systems and designs, and gain experience with advanced algorithms.

Whatyou'll be doing:

• Developing state-of-the-art algorithms for 3D reconstruction of semiconductor devices.
• Develop models to enhance physical insights that utilizes into future product core algorithms.
• Simulating system behavior and optimizing metrological approaches for different customer problems.
• Analyzing experimental results and developing methods to bridge the gap between experiments and theoretical models.
• Being part of a path-finding team that incubates new solutions and paradigms.

What should you have?

• M.Sc. or higher in Physics, Electrical Engineering, or Computer Science.
• Proven experience with data analysis and deriving practical conclusions through collaboration.
• Strong theoretical foundation and hands-on experience with image/signal processing/machine learning / estimation theory.
• SW skills including programing in Python or MATLAB.
• Team player with project leadership qualities. Ability to work independently as well as part of a team.

Advantage:

• Over 5 years of experience as an algorithm developer in a multi-disciplinary company.
• Track record of leading development projects.
• Strong background in physics, preferably PhD – a significant advantage.
• Experience with nonlinear of fitting of theoretical models to experimental results.
• Experience with SW definitions of SW architecture..
• Experience with utilizing AI generative models and architectures (for example using PyTorch or TensorFlow).

to be updated later before publication