Senior Data Scientist

Nearfield Instruments; Rotterdam; Hybrid; EUR 90,000 - 140,000; Full time

Job summary

Nearfield Instruments invites a Senior Data Scientist to lead the development of advanced algorithms for image quality, nanoscale dimension extraction, and improved metrology in our R&D team.

You will own projects from concept to deployment, collaborating with physicists, application specialists, and engineers across disciplines. Strong Python skills and GPU experience are essential.

Qualifications

• > PhD or MSc in physics/engineering/computer science.
• > 6+ years in data science or ML for instrumentation/industrial sensing.
• > Expertise in signal processing, inverse problems, uncertainty quantification, and deep learning.
• > Strong Python, with CUDA + GPU acceleration a plus.
• > Experience with MLOps, containerization, and production deployments.
• > 3D geometry or pointcloud/mesh processing is a plus.
• > Excellent communication in multidisciplinary teams and English fluency.

Responsibilities

• Design physics-informed ML and hybrid models integrating SPM forward physics with data-driven components.
• Develop inverse modeling pipelines for nanoscale feature estimation and uncertainty quantification.
• Create denoising, reconstruction, and anomaly detection algorithms for high-throughput metrology.
• Translate prototypes into performant C++/Python/GPU implementations for on-tool deployment with KPI verification.
• Collaborate with cross-functional teams to align algorithm design with system constraints and customer needs.
• Mentor junior team members and contribute to patents and technical publications.

Skills

Signal processing

Inverse problems

Uncertainty quantification

Deep learning

Python programming

CUDA/GPU acceleration

MLOps & containerization

3D geometry/pointcloud

Education

PhD or MSc in Physics/Applied Physics/Electrical Engineering/CS

Tools

Python

CUDA

Docker/Containers

Git

Job description

Nearfield Instruments brings together the most creative minds in science and technology to develop revolutionary high-throughput Scanning Probe Microscopy (SPM) systems, enabling atom-scale resolution 3D metrology at industry-level throughput. We design, develop, integrate, market and service these advanced metrology machines for the semiconductor industry.

What will you be doing?

As a Senior Data Scientist in our R&D team, you will lead the development of advanced algorithms and machine learning models that enhance image quality, extract accurate nanoscale dimensions, and improve the overall metrology solution for our customers. You will own projects from concept to deployment, collaborating with physicists, application specialists, and engineers across disciplines.

• Design physics-informed ML and hybrid models combining SPM forward physics with data-driven components.

• Develop inverse modeling pipelines for nanoscale feature estimation and uncertainty quantification.

• Create denoising, reconstruction, and anomaly detection algorithms for high-throughput metrology.

• Lead the translation of prototypes into performant C++/Python/GPU implementations for on-tool deployment with verification and testing of KPIs.

• Collaborate with cross-functional teams to align algorithm design with system constraints and customer needs.

• Mentor junior team members and contribute to patents and technical publications.

What do we require from you?

• PhD or MSc in Physics, Applied Physics, Electrical Engineering, Computer Science, or related field.

• 6+ years of experience in data science or ML for instrumentation or industrial sensing; semiconductor metrology experience is a plus.

• Expertise in signal processing, inverse problems, uncertainty, quantification, and deep learning.

• Strong programming skills in Python, with experience in C++ and GPU acceleration (CUDA) being a plus.

• Experience with MLOps, containerization, and deploying models in production environments.

• Experience with 3D computational geometry, pointcloud processing, or 3D mesh processing is a plus

• Excellent communication skills and ability to work in multidisciplinary teams.

• Fluent in English, both written and spoken.

What can you expect from us?

Besides a technically challenging role where you can utilize the full extent of your professional knowledge, we value your work-life balance and team spirit. Enjoy a dynamic environment with opportunities for growth, innovation, and collaboration. We offer competitive compensation, flexible working arrangements, and a supportive culture where Together Everyone Achieves More.