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Machine Learning and Optimization Engineer
Eingestellt von Michael Bailey Associates - Amsterdam
Gesuchte Skills: Design, Engineer, Engineering
Projektbeschreibung
INTRODUCTION
Do you enjoy solving algorithm design problems for semiconductor metrology industry, with demanding time, accuracy, and memory requirements? Do you like to use your creativity, your in-depth knowledge of the machine learning principles, and your hands-on experience with practical problem solving, being part of a highly talented group of algorithm experts.
JOB DESCRIPTION
- Propose solutions for statistically correct parameter inference, machine learning and optimization algorithms, and system calibrations, which improve semiconductor metrology and enable control solutions.
- Communicate crystal clearly on the mathematical principles, algorithm solutions and physical models to stakeholders, without omitting the essentials.
- Design and realize fully functional proof-of-concept subsystems on the edge of system specifications, costs and project planning, thereby contributing directly to products for B2B customers world-wide.
- Review technical analyses from the team, and structure team contributions keeping the overview.
- Consolidate technical-team identity in communication with other departments.
- Interfacing with the Research and On-Product Applications groups, while developing the best metrology solutions and a well-founded vision on semiconductor metrology.
- Contribute to technical product roadmaps and generate intellectual property protecting products.
- Working as a team with similar-minded people, benefiting from each other's specific competences.
EDUCATION
Ph.D. in Computer Science, Electrical Engineering, Physics, or Applied Mathematics.
EXPERIENCE & PERSONAL SKILLS
- Excellence in numerically stable modelling, optimization algorithms, and code development
- Experience in machine-learning techniques, in developing local and global optimization algorithms, and in applying them to physical problems
- Strong expertise in design for manufacturability, stochastic programming and robust optimization
- Ability to explain complex physical models and algorithms in a crisp way, without omitting the essentials
- Sound understanding of the fundamentals such as linear algebra, probability theory, (non-)parametric Bayesian and (deep) learning methods
- Drive creative solutions -within the bigger picture- with the product and customer in mind
Michael Bailey International is acting as an Employment Business in relation to this vacancy.
Projektdetails
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Einsatzort:
Noord-Brabant, Niederlande
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Projektbeginn:
asap
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Projektdauer:
1 Year
- Vertragsart:
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Berufserfahrung:
Keine Angabe
Geforderte Qualifikationen
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Kategorie:
Medien/Design, Ingenieurwesen/Technik