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May 24, 2024
Onto Innovation
新竹市
OTHER
AI/ML/Data Software Engineer
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
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.
We are seeking highly skilled software engineer of all experience levels to join a dynamic team building the data analysis software to help drive the development of the world's next generation of smaller, faster semiconductors and consumer electronics in a long-term global growth industry.
The software engineer position is responsible for the full lifecycle of software development, from gathering requirements specifications from internal and external customers, all the way through analysis, design, implementation, unit testing, and support of internal and external customers to maximize the usability of the software to solve their needs. The ideal candidate is a software developer who is able to analyze problems to assess root cause, collect and characterize data to gain understanding of system behavior, and understand the physical system which the software is responsible for driving.
Organization:
The Enterprise Business Unit (EBU) consists of professionals that develop and support many software products for the Onto Innovation tools and similar tools throughout the Semiconductor industry. The AI/ML/Data Software Engineer will be part of a core team that develops software for Semiconductor manufacturing data analysis.
Roles and Responsibilities:
Our development culture affords engineers significant technical freedom and responsibility to solve challenging problems with input and guidance from the architecture and management team. At Onto, everyone is responsible for quality – all engineers are encouraged to promote new ideas for development methodologies and technologies, and to take ownership in solving issues as they are discovered.
- Working with peers, customers, management, and marketing to design, maintain, test, and deliver software solutions that ensure optimal performance, reliability, and scalability.
- Participate in product requirements definition with peers, customers, management, and marketing.
- Estimate and develop software on schedule and with high internal and external quality.
- Debug issues, determine root cause, and implement fixes in-house and at customer sites.
- Provide excellent written and verbal communication of concepts, plans, status, proposals, designs, etc. to hardware, software, and mechanical design team members.
- Understand and operate complex automation systems integrated to our inspection, metrology, and lithography systems.
- Work with other engineers in cross-functional, cross-geographical development teams (US and international).
- Position will include domestic and international travel up to 20% of the time.
Qualifications
- BS/MS in Computer Science, AI, Machine Learning, Data Science, Math, Engineering, Physics, or related fields (Exceptional candidates from other fields will always be considered).
- 2-4 years of experience in software development.
- Excellent object-oriented software design and development skills.
- Strongly Desired:
o Expertise with Python libraries like Tensorflow/Keras, Numpy, Scipy, Pandas, Matplotlib, and Seaborn
o Fluency in: Unix/Linux environments, Python and other standard tools (e.g. R, Perl, C, bash/csh/zsh, CUDA), ideally including hands-on experience with parallel processing
o Demonstrated expertise in computational analysis of large data sets
o Hands-on expertise with statistical descriptions of complex systems and their theoretical underpinnings
o Strong hands-on experience with deep learning tools (e.g., Py Torch or Tensor Flow-Keras) is required
o Familiarity with model AI/ML algorithms (e.g., Transformers, Diffusion Models) is required
o Advanced knowledge of machine learning algorithms, including supervised and unsupervised learning, deep learning, and predictive modeling
o Advanced Data Handling: Exceptional skills in managing, cleaning, and preprocessing large and complex datasets using advanced SQL techniques for complex queries, and expertise in using Python's Pandas library for data manipulation and analysis
o Experience building web applications/portals (e.g Shiny Server or Python analogs)
o Image processing experience with Open CV
o Experience developing robust multi-threaded applications.
o Proficiency in software development methodologies, tools, and best practices.
o Excellent problem-solving and analytical skills.
o Ability to learn quickly and adapt to new technologies and methodologies.
o Excellent communication and interpersonal skills.
o Ability to thrive in a fast-paced, dynamic environment.
- Bonus skills:
o Semiconductor industry exposure.
o Experience or knowledge in cloud computing, big data analytics, and containerization technologies.
o Understanding of semiconductor manufacturing processes and equipment.
o Hands-on coding experience with a modern and mainstream programming language, such as Java, C++, C#/.NET Framework.
o Experience with big data, ETL, message bus, streaming and microservices
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 Ownership Program (ESOP) 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.
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