Principal Data Scientist

Key Skills

Java Programming, Python Programming, C++, C Programming, SQL, Cloud computing, Scala Programming, Machine learning techniques, Data science techniques, MATLAB Programming, PyTorch, TensorFlow, R Programming

Job Description

We are looking for a candidate who is a technical expert in Machine Learning (ML) / Deep Learning (DL) with the focus in Image Processing / Computer Vision (CV). The successful candidate will play a major role in extending the machine learning and computer vision capabilities for our semiconductor image measurements and image analysis. Together as a team, you will research, prototype, and implement CV / ML algorithms for rapid deployment into in-house image-based metrology solutions. The candidate is also responsible to write robust and maintainable code for high quality CV and ML /DL components.

Minimum Qualifications

• Masters or PhD in Data Science, Computer Science, Electrical Engineering, Physics, Materials Science, Mathematics, or equivalent; or Bachelor’s degree with proven records in algorithm developments related to image processing and analysis.
• At least two years of experience with applied image processing and/or computer vision and/or machine learning algorithms for a Master Candidate or extensive thesis work in these areas.
• Solid mathematics background (linear algebra, statistics, calculus).
• Solid experience with image processing or computer vision libraries such as OpenCV or skimage.
• Solid knowledge in machine learning frameworks (PyTorch, TensorFlow).
• Strong proficiency in Python programming and debugging. Knowledge of Java, C/C++ or parallel computing approaches such as Halide, or CUDA is a plus.
• Experience with implementing CNNs, feature detection, and/or classification.
• Excellent in problem-solving and analytical skills.
• Strong in verbal and written communication skills.
• Self-driven personality with the team-work mindset and self-reliant working style.
• Previous relevant works in image segmentation, denoising, localization, is a big plus.
• Hands-on experience with operating system Linux or Unix is a plus.
• Experience with SQL or NoSQL is a plus.
• Experience in the semiconductor field is preferred.

Our Commitment

We believe it is important for every person to feel valued, included, and empowered to achieve their full potential. By bringing unique individuals and viewpoints together, we achieve extraordinary results.