Назад
5 дней назад

Senior Computer Vision Engineer (Scientific Imaging)

Формат работы
remote (только Georgia)
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Georgia
hhВакансия с HeadHunter. Контакт ведёт на hh.ru

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Описание вакансии

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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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