דרושים Sap Cx Business Systems Analyst ב-Kla ב-India, Chennai

Responsibilities

• Design and develop machine learning software solutions for semiconductor device and thin film metrology
• Work with both internal and external customers to define requirements for these software solutions
• Build machine learning-based software solutions
• Optimize algorithms and prototypical solutions for efficient implementation
• Design, develop, implement, oversee, and adapt API
• Extend prototypes into fully functional, polished solutions ready for internal and/or external use
• Implement solutions inPython withTensorFlow
• Write comprehensive unit tests and provide technical support during alpha and beta testing
• Document the design and implementation of the software solutions, and give presentations both internally and externally regarding the work
• Maintain new and existing software solutions throughout the life-cycle of our tools

Preferred Qualifications

• Strong background in machine learning using regression models and TensorFlow framework
• Background in software architecture, modern development practices, and design patterns
• Background in Python or C#, especially in writing production-quality, object-oriented code
• Background in parallel / distributed computing, performance profiling, and memory optimization
• Experience in API development is a plus
• Experience in Azure DevOps is a plus
• Experience in computational physics and numerical simulations is a plus
• Experience in semiconductors (electrical properties, manufacturing, and metrology) is a plus
• Ability and willingness to travel worldwide to support projects at customer sites is a plus

Minimum Qualifications

Doctorate (Academic) Degree and 0 years related work experience; Master's Level Degree and related work experience of 3 years; Bachelor's Level Degree and related work experience of 5 years

You will be part of aArtificial Intelligence and High Performance Computing groupthat develops algorithms and software solutions that enhance the performance of our inspection tools.

Your responsibilities will include:

• Data/problem analysis
• Research the solution space
• Develop concepts
• Prototype and validate concepts
• Specify software requirements

Software/algorithm development(productization/programming)

Minimum Qualifications

Master's Level Degree and 0 years related work experience; Bachelor's Level Degree and related work experience of 2 years

Qualifications

• Candidate should have Doctorate/Master's degree in either of Physics, Engineering Physics, Engineering Design, Mechanical Engineering, Electrical Engineering or Materials and Metallurgical Engineering.
• Knowledge in instrumentation, signal processing andoptical/electro-opticalsystems such as electron microscopes is preferred.
• Experience with Vacuum Systems, Electron Optics, and High Voltage for scanning electron microscopes or equivalent a plus.
• Hands-on experiences in machine control and/or scientific data analysis is highly desired.
• Candidate must have demonstrated an ability in setting-up experiments, modelling and data analysis, solving complex technical problems.
• Candidate must have demonstrated proficiency in scripting language (MATLAB, Python, others) for scientific data collection & analysis.
• Finally, the candidate must have excellent communication, interpersonal skills and ability to create effective technical presentations.

Minimum Qualifications

• Work within the engineering team on designing new or improving designs of existing electron-beam imaging products for the semiconductor equipment market.
• The product subsystems include light optics, electron optics, imaging, detectors, HV electronics, vacuum systems, wafer transfer systems, detection and classification algorithms, machine control and UI software.
• The candidate is expected to gain a detailed functional understanding of the entire product, act independently, devise and drive innovative analyses and solutions for complex problems.
• Activities will include development of new designs by specifying SW / Algo / HW requirements followed by characterization, product integration and maintenance.
• Candidate is expected to be involved in remote and on-site customer support.
• On-site customer support can be Fly and Fix to customer sites in Taiwan, Korea, Singapore, etc.
• For necessary training, candidate would be trained at our Singapore and US offices. The overall travel load is between

Key Responsibilities

• Develop algo focusing on optical modeling and computational geometry-based image processing algos and models

• Stay updated with emerging technologies and industry best practices. Bring new ideas to the team by exploring modern frameworks or tools that could enhance the platform’s capabilities.

• Understanding on Graph algorithms , spatial data structures, and numerical optimization with efficient handling of geometric queries and transformations

Required Qualifications

• Education: Master’s degree in Computer Science or a related field, or Bachelor’s degree in Computer Science (or related) with at least 3 years of hands-on image processing algos

• Experience: Minimum 3+ years of professional algo development experience focusing on Graph algorithms, spatial data structures, and numerical optimization with efficient handling of geometric queries and transformations. Proven track record of delivering software projects from design to deployment.

• Programming Skills: Deep understanding of operating systems, computer networks, and high performance applications. Good mental model of the architecture of a modern distributed systems that is comprised of CPUs, GPUs, and accelerators. Proficiency in Python (especially with libraries like trimesh, numpy, scipy, pandas). Experience with C++ or Rust is a plus for performance-critical geometry tasks. Strong background in modern and advanced C++ concepts. Strong Scripting Skills in Bash, Python, or similar.Good communication with the ability to write clean, efficient, and well-documented code.

• Team Collaboration: Strong communication skills and ability to work effectively in a cross-functional team setting. Comfortable collaborating with diverse team members (developers, testers, domain experts) and conveying technical ideas clearly.
• Adaptability: A willingness to learn new technologies and adapt to evolving project requirements. Enthusiasm for working in a dynamic, fast-changing environment where priorities may shift as the project grows

Preferred Qualifications (Nice-to-Haves)

• HPC/Simulation Background: Experience working on projects involving scientific computing, simulations, or HPC applications. Familiarity with parallel computing concepts or engineering simulations (CFD, FEA, etc.) can help in understanding the platform’s context

• DevOps & CI/CD: Hands-on experience with DevOps tools and workflows. Knowledge of setting up CI/CD pipelines using platforms like Azure DevOps , Jenkins, or GitHub Actions to automate build and deployment processes

Experience with container technologies (Docker) and orchestration (Kubernetes) for deploying microservices is a plus. Familiarity with cloud services or infrastructure (Azure, AWS, etc.) for scalable deployment environments

Master's Level Degree and 3+ years related work experience; Bachelor's Level Degree and 5
+ yearsof professional algo development experience focusing on Graph algorithms, spatial data structures, and numerical optimization with efficient handling of geometric queries and transformations. Proven track record of delivering software projects from design to deployment.

Qualifications

• Candidate should have Doctorate/Master's degree in either of Physics, Engineering Physics, Engineering Design, Mechanical Engineering, Electrical Engineering or Materials and Metallurgical Engineering.
• Knowledge in instrumentation, signal processing andoptical/electro-opticalsystems such as electron microscopes is preferred.
• Experience with Vacuum Systems, Electron Optics, and High Voltage for scanning electron microscopes or equivalent a plus.
• Hands-on experiences in machine control and/or scientific data analysis is highly desired.
• Candidate must have demonstrated an ability in setting-up experiments, modelling and data analysis, solving complex technical problems.
• Candidate must have demonstrated proficiency in scripting language (MATLAB, Python, others) for scientific data collection & analysis.
• Finally, the candidate must have excellent communication, interpersonal skills and ability to create effective technical presentations.

Minimum Qualifications

• Work within the engineering team on designing new or improving designs of existing electron-beam imaging products for the semiconductor equipment market.
• The product subsystems include light optics, electron optics, imaging, detectors, HV electronics, vacuum systems, wafer transfer systems, detection and classification algorithms, machine control and UI software.
• The candidate is expected to gain a detailed functional understanding of the entire product, act independently, devise and drive innovative analyses and solutions for complex problems.
• Activities will include development of new designs by specifying SW / Algo / HW requirements followed by characterization, product integration and maintenance.
• Candidate is expected to be involved in remote and on-site customer support.
• On-site customer support can be Flown and Fix to customer sites in Taiwan, Korea, Singapore, etc.
• For necessary training, candidate would be trained at our Singapore and US offices. The overall travel load is between 50-75%.
• Post graduate / PhD inPhysics/Mechatronics/Electrical/Mechanical/EngineeringDesign

Key Responsibilities

• Develop algo focusing on CUDA acceleration, CPU to GPU conversion of image processing algos and models

• Stay updated with emerging technologies and industry best practices. Bring new ideas to the team by exploring modern frameworks or tools that could enhance the platform’s capabilities.

Required Qualifications

• Education: Master’s degree in Computer Science or a related field, or Bachelor’s degree in Computer Science (or related) with at least 3 years of hands-on web application development experience

• Experience: Minimum 3+ years of professional algo development experience focusing on CUDA acceleration, CPU to GPU conversion of image processing algos and models. Proven track record of delivering software projects from design to deployment.

• Programming Skills: Deep understanding of operating systems, computer networks, and high performance applications. Good mental model of the architecture of a modern distributed systems that is comprised of CPUs, GPUs, and accelerators. Experience with deployments of deep-learning frameworks based on TensorFlow, and PyTorch on large-scale on-prem or cloud infrastructures. Strong background in modern and advanced C++ concepts. Strong Scripting Skills in Bash, Python, or similar.Good communication with the ability to write clean, efficient, and well-documented code.

• Team Collaboration: Strong communication skills and ability to work effectively in a cross-functional team setting. Comfortable collaborating with diverse team members (developers, testers, domain experts) and conveying technical ideas clearly.

• Adaptability: A willingness to learn new technologies and adapt to evolving project requirements. Enthusiasm for working in a dynamic, fast-changing environment where priorities may shift as the project grows

Preferred Qualifications (Nice-to-Haves)

• HPC/Simulation Background: Experience working on projects involving scientific computing, simulations, or HPC applications. Familiarity with parallel computing concepts or engineering simulations (CFD, FEA, etc.) can help in understanding the platform’s context

• DevOps & CI/CD: Hands-on experience with DevOps tools and workflows. Knowledge of setting up CI/CD pipelines using platforms like Azure DevOps , Jenkins, or GitHub Actions to automate build and deployment processes

.

• Containerization & Cloud: Experience with container technologies (Docker) and orchestration (Kubernetes) for deploying microservices is a plus. Familiarity with cloud services or infrastructure (Azure, AWS, etc.) for scalable deployment environments

Minimum Qualifications

Master's Level Degree and 0 years related work experience; Bachelor's Level Degree and related work experience of 2 years

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