Machine Learning and Optimization Engineer


Premium Job From Michael Bailey Associates

Recruiter

Michael Bailey Associates

Listed on

31st August 2018

Location

North Brabant

Salary/Rate

negotiable

Salary Notes

negotiable

Type

Contract

Start Date

ASAP

This job has now expired please search on the home page to find live IT Jobs.

For our client in the manufacturing industry we are looking for a Machine Learning and Optimization Design Engineer

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, benefitting 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 modeling, 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.

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