Deep Learning Researcher
Nova · Rehovot, Center District ·
- Work mode
- Onsite
- Category
- ML ai
- Experience
- 4+ years
- Company size
- 1000+
A senior deep learning researcher role in Nova's CTO group, leading feasibility studies and building DL infrastructure to tackle semiconductor metrology challenges. Day to day: designing and evaluating deep learning solutions, proposing new research directions, and working with multidisciplinary teams. Core tech: deep learning, Python, data science.
What we are looking for:
Nova is looking for a highly capable and experienced Deep Learning Researcher to lead and develop advanced deep learning solutions for metrology challenges within Nova’s CTO group.
Role Responsibilities
What you will be doing:
- Lead feasibility studies and proof-of-concept investigations for advanced deep learning solutions addressing complex metrology challenges.
- Design, develop, and evaluate deep learning infrastructure for early-stage metrology technologies.
- Propose and drive new deep learning directions, research ideas, and innovative approaches in collaboration with the CTO group.
- Work closely with multidisciplinary teams to translate research concepts into practical metrology solutions.
- Stay up to date with state-of-the-art deep learning methods and apply them to novel semiconductor metrology problems.
Requirements
Requirements:
- M.Sc. or Ph.D. in Data Science, Computer Science, Engineering, Physics, or a related field.
- +4 years of hands-on experience in Data Science.
- Strong experience with advanced deep learning algorithms and infrastructure.
- High proficiency in Python with excellent coding skills.
- High level of motivation and ability to work independently.
- Strong collaboration skills and a proven team player.
Get to know us better:
Nova (NASDAQ: NVMI) is a global company and a leading provider of innovative metrology solutions for process control in semiconductor manufacturing.
With a team of ~1200 people in three R&D centers and 27 field offices, we bring insights into the world’s most advanced industry. We leverage multiple technology fields such as physics, optics, chemistry, and algorithms to develop hardware and software solutions that measure almost every advanced computer chip built in the world.
Nova dives deep into dimensions and layers at the atomic level to extract unique insights and provide our customers with crucial decision-making data, managing critical challenges by providing unique, differentiated solutions.
Our outstanding people-focused and innovative culture means every person at Nova has the power to make an impact and significantly redefine what people can achieve through technology.
Join us if you are
A dreamer and brilliant high aimer who sees the impossible as the starting point and loves working in a multidisciplinary global team to create innovative breakthroughs.
If you need assistance due to a disability, you may contact us at [email protected]