Senior R&D Scientist

Reposted Yesterday
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Singapore, SGP
In-Office
Senior level
Semiconductor • Manufacturing
Onto Innovation stands alone in process control with our unique perspective across the semiconductor value chain.
The Role
The Senior R&D Scientist will develop AI-driven data analysis solutions and algorithms, collaborating with cross-functional teams to enhance optical metrology performance and innovate based on customer requirements.
Summary Generated by Built In

Onto 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.

Skills Required

  • Ph. D. or Master's degree in engineering or physical science
  • 4+ years' experience in machine learning research or engineering
  • Proven experience with AI research in academic or industrial setting
  • Strong programming skills in Python, MATLAB, R
  • Extensive experience with machine learning libraries
  • Proficiency in at least one deep learning framework
  • Experience in optical simulation, estimation, optimization, signal processing
  • Experience in the semiconductor manufacturing industry

Onto Innovation Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Onto Innovation and has not been reviewed or approved by Onto Innovation.

  • Equity Value & Accessibility An employee stock purchase plan and broad equity eligibility provide accessible ownership opportunities as part of total compensation. Company materials reference active equity programs, signaling tangible value beyond base pay.
  • Healthcare Strength Medical, dental, and vision coverage with HSA/FSA options form a comprehensive health package that is often characterized as good. Wellness resources and employer-verified plan details reinforce perceived healthcare depth.
  • Retirement Support A 401(k) with company match supports long-term financial security. Company materials and benefits pages highlight these retirement features as core elements of the package.

Onto Innovation Insights

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The Company
HQ: Wilmington, MA
1,146 Employees
Year Founded: 2019

What We Do

Onto Innovation is a leader in process control, combining global scale with an expanded portfolio of leading-edge technologies that include: Un-patterned wafer quality; 3D metrology spanning chip features from nanometer scale transistors to large 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. Headquartered in Wilmington, Massachusetts, Onto Innovation supports customers with a worldwide sales and service organization. We are traded on the New York Stock Exchange under the symbol ONTO.

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