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Senior Data Scientist

Nearfield Instruments — Netherlands · Posted ~1 hour ago

Senior Full-time Visa History ✓

Skills

Machine learning Algorithm development Image processing Inverse modeling Uncertainty quantification Physics-informed machine learning Machine Learning Physics-Informed ML Inverse Modeling Image Processing

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Summary ✨ AI‑Generated

A deep-tech R&D organization is seeking a Senior Data Scientist to develop advanced algorithms and machine learning models for highly precise scientific and industrial measurements. You will lead projects from concept through deployment, combining physics-based knowledge with data-driven modeling and collaborating across multiple engineering disciplines.

Highlights

Lead advanced machine learning and algorithm projects from concept to deployment, collaborating closely with scientists and engineers to solve challenging nanoscale measurement problems.

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.