5 дней назад
Senior Computer Vision Engineer (Scientific Imaging)
hhВакансия с HeadHunter. Контакт ведёт на hh.ru
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Описание вакансии
Текст:
TL;DR
Senior Computer Vision Engineer (Scientific Imaging) (Python/OpenCV): Developing a computer-vision pipeline for X-ray inspection of wind-turbine blades with an accent on classical image processing, large-image tiling, conductor tracing, and defect-feasibility validation. Focus on quantifying imaging limitations, designing controlled experiments, handling uncertain detections, and maintaining a reproducible end-to-end pipeline.
Location: Remote, Tbilisi
Company
Develops projects for clients including PayPal, Wargaming, Xerox, Philips, adidas, and Toyota.
What you will do
- Lead the two-person computer-vision team developing an X-ray inspection proof of concept for wind-turbine blades.
- Assess initial images, determine visibility and contrast, and define image-quality requirements for the acquisition partner.
- Build preprocessing for tiling, thickness normalisation, denoising, stitching-seam handling, and full-image coordinate reconstruction.
- Develop conductor tracing using line and ridge detection, graph-based tracing, branching logic, and rejection of look-alike structures.
- Run feasibility experiments for detecting missing adhesive or open separations using simulators and reference samples with known defects.
- Own validation, thresholds, uncertain-case policy, technical decisions on misses, implementation reviews, and technical sign-off.
Requirements
- 4+ years of experience in computer vision or image processing on real, imperfect images.
- Working knowledge of classical image processing, including filtering, ridge and line detection, morphology, segmentation, connected components, and graph-based tracing.
- Experience processing images too large for memory, including tiling, overlap, and coordinate reconstruction.
- Strong Python with NumPy, OpenCV, scikit-image, or equivalent tools.
- Experience designing labelling and validation methods for scarce data, quantifying image quality, and separating imaging limitations from algorithm limitations.
- English sufficient for reading technical papers and communicating with client engineers.
Nice to have
- Experience with radiography, CT, NDT, composites, weld inspection, or semiconductor inspection.
- Physics or engineering background, imaging simulation experience, or experience with small-dataset deep learning.
- Experience influencing physical data acquisition and using AI coding agents for prototyping and tooling.
Culture & Benefits
- Six- to eight-month proof of concept with a path to a product.
- Flexible working hours aligned with the employee's schedule and remote-work options.
- Medical-expense compensation and five paid sick days per year without requiring a sick-leave certificate.
- Online English courses, career development with clear skill qualifications, and gym-membership compensation.
- Corporate parties, events for employees and their children, and corporate sports competitions.
- One approximately one-week on-site test campaign at a wind farm is required.
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