Senior R&D Scientist

Onto Innovation Inc.; Singapore; Sur place; SGD 80 000 - 120 000; Plein temps

Avantages offerts par ce poste

Health insurance

PTO

401K with employer match

Employee Stock Purchase Program

Résumé du poste

A semiconductor technology company in Singapore seeks a Senior R&D Scientist to enhance optical metrology through advanced AI-driven data analysis. Responsibilities include innovating and implementing algorithms, collaborating with cross-functional teams, and validating technology solutions. The ideal candidate holds a Ph.D. or Master’s in engineering or physical science, has 4+ years in machine learning, and strong programming skills in Python or MATLAB. The role offers a comprehensive benefits package and a dynamic work environment.

Qualifications

• 4+ years of experience in machine learning research or engineering.
• Proven experience with AI research in an academic or industrial environment.
• Strong programming skills.

Responsabilités

• Interface with application scientists and product management.
• Develop concepts using machine learning.
• Validate and implement advanced algorithms.

Connaissances

Machine learning

AI research

Python

MATLAB

R

Deep learning frameworks

Formation

Ph. D. or Master’s degree in engineering or physical science

Outils

Scikit-learn

PyTorch

TensorFlow

JAX

Description du poste

Senior R&D Scientist page is loaded## Senior R&D Scientistlocations: Singaporetime type: Full timeposted on: Posted Todayjob requisition id: R-5746Onto Innovation is a leader in process control, combining global scale with an expanded portfolio of leading-edge technologies that include: 3D metrology spanning the chip from nanometer-scale transistors to micron-level die-interconnects; macro defect inspection of wafers and packages; metal interconnect composition; factory analytics; and lithography for advanced semiconductor packaging. Our breadth of offerings across the entire semiconductor value chain helps our customers solve their most difficult yield, device performance, quality, and reliability issues. Onto Innovation strives to optimize customers’ critical path of progress by making them smarter, faster and more efficient.**Job Summary & Responsibilities****Position Summary:**The Senior R&D Scientist will join the Advanced Analytics R&D team across Milpitas, California and Singapore. The highly self-motivated individual will play an active hands-on role in algorithm development, work closely with R&D scientists, software developers and application scientists to innovate, prototype, validate, implement and test advanced AI-driven data analysis solutions and algorithms that enhance optical metrology performance.**Roles and Responsibilities:*** Interface with application scientists, product management, and marketing team to understand and analyse customers’ requirements and technology gaps.* Innovate and develop new concepts, leveraging machine learning and AI techniques to address customer challenges and close identified technology gaps, working both independently and within cross‐functional teams.* Collect and analyse technical data, conduct literature reviews, propose new methodologies or improvements to existing solutions.* Conceptualize, design, prototype, and fine-tune algorithms and find the best approach to solve a specific problem.* Validate, benchmark, and implement advanced algorithms that enhance optical metrology performance.* Propose and define new features based on RD findings, create clear software requirements and specifications, and collaborate with software engineering teams to drive successful productization.* Develop and execute test plans to verify algorithm performance, reliability, and readiness for deployment in production environments.* Play a key role in innovative technology development, deliver solutions that create measurable values for customers and the business.**Qualifications****Qualifications:*** Ph. D. or Master’s degree in an engineering discipline or physical science.* 4+ years’ experience in machine learning research/engineering or related area.* Proven experience with AI research in academic or industrial environment, demonstrate a strong sense of innovation and ability to reframe tranditional problems into well-defined, impactful machine learning / AI projects, develop and build solutions with measurable outcomes.* Strong programming skills in Python / MATLAB / R; Extensive experience with machine learning libraries such as Scikit-learn; Proficiency in at least one deep learning framework such as PyTorch, TensorFlow or JAX; Knowledge and hands-on experience with large language model, reinforcement learning, generative AI.* Demonstrate track record in building and deploying large scale models for scientific or industrial products.* Demonstrate intellectual honesty and a sense of urgency in driving projects to completion.* Excellent communication skills, ability to present technical materials both to working-level peers and to senior management internally and externally.* Experience in one or more of the following areas is a strong plus: optical simulation, estimation and optimization, signal processing, statistics, and data visualization.* Experience in the semiconductor or related manufacturing industry is plus, or demonstration of strong motivation and abilities to acquire metrology domain knowledge on the job.* Ability to travel up to 25% is preferred.* Ability to work independently in a fast-paced, iterative development environment or work within a cross-department collaborative setting (R&D scientist, Applications, Software Development, Integration, ...).Onto Innovation Inc. offers competitive salaries and a generous benefits package, including health/dental/vision/life/disability, PTO, 401K plan with employer match, and an Employee Stock Purchase Program (ESPP) along with health & wellness initiatives. We provide a collaborative working environment along with resources, and state-of-the-art tools & equipment to promote success; and a welcoming, inclusive corporate culture where individuals are recognized for their contributions.Onto Innovation Inc. is an Equal Opportunity Employer and all qualified applicants will receive consideration for employment without regard to race, color, religion, gender, sexual orientation, national origin, genetic information, age, disability, veteran status, or any other legally protected basis.For positions requiring access to technical data, Onto Innovation Inc., Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.