Data Scientist

HPS Partners is sourcing for qualified candidates for a Data Scientist in Singapore and invite interested applications to write in with CV to isa @hpspartners.com.sg  

The Data Scientist will join advanced numerics R&D teams in Singapore and USA. The highly self-motivated individual will work closely with data/research scientists, software developers and application scientists to innovate, prototype, validate, implement and test advanced data analysis algorithms that enhance optical metrology performance.

Roles and Responsibilities:

  • Interface with application scientists and marketing to understand and analyze customers’ requirements and technology gaps.

  • Work in a team or individually to innovate new concepts, develop new/improved methods and machine learning algorithms to address customers’ requirements and close technology gaps.

  • Collect and analyze technical data, propose improvements, and formulate solutions.

  • Conceptualize, design and fine-tune algorithms and find the best approach to solve a specific problem.

  • Prototype, validate, and implement advanced algorithms that enhance optical metrology performance.

  • Define new features, create software requirement documents, prepare and perform test plans.

  • Play a key role in technology development and ensuring customer adoption for optical metrology data analysis solutions

 

Qualifications

  • Ph. D. or equivalent (MS with at least 3 years’ experience) in an engineering discipline or appropriate physical science

  • 2+ years’ experience in machine learning research/engineering or related areas

  • Strong programming skills in Python/Matlab/R

  • Extensive experience with ML frameworks/libraries such as scikit-learn, Tensorflow, Caffe, and PyTorch

  • Strong sense for innovative and creative approaches to solve machine learning problem statements

  • Experience in the semiconductor or related manufacturing industry is a strong plus

  • Experience and knowledge in one or more of the following areas is a strong plus: statistics, estimation and optimization, signal processing, and data visualization.

  • Demonstrate passion to learn new technology and competency to master new concepts

  • Intellectual honesty and a sense of urgency in driving projects to completion

  • Excellent communication skills, ability to concisely present findings to both internal and external stakeholders

  • 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 (Applications, Software Development, Integration, ...)

DISCLAIMER

The above information on this description has been designed to indicate the general nature, and level, of the work performed by this position. It is not designed to contain, or be interpreted, as a comprehensive inventory of all duties, responsibilities and qualifications required.

We regret that only shortlisted candidates will be contacted for a discussion.

EA 12C6130 R1112042 

Lee Shiow Chyn

CRN201222444M