Назад
7 дней назад

Senior Computer Vision Engineer (Scientific Imaging)

Формат работы
remote (только Kazakhstan)
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
Kazakhstan
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): Building a reproducible computer-vision pipeline for stitched X-ray images of wind-turbine blades with an accent on classical image processing, large-image tiling, conductor tracing, and defect feasibility analysis. Focus on separating imaging limitations from algorithm failures, validating thresholds on reference samples, and determining when defects cannot be detected reliably.

Location: Remote, Astana; one approximately one-week on-site test campaign at a wind farm is required.

Company

Itransition delivers software engineering projects for clients across technology, finance, gaming, healthcare, manufacturing, and other industries.

What you will do

  • Lead the two-person computer-vision team developing an X-ray inspection proof of concept for wind-turbine blades.
  • Assess stitched X-ray images, image quality, contrast, and the visibility of conductor and adhesive-related defects.
  • Define image-quality requirements and check deliveries from the acquisition partner.
  • Build preprocessing for tiling, thickness normalisation, denoising, seam handling, and full-image coordinate reconstruction.
  • Develop conductor tracing using linear-structure filters, graph-based tracing, branching logic, and rejection of look-alike structures.
  • Own feasibility validation, thresholds, uncertain-case policies, reproducibility, technical sign-off, and collaboration with engineering and inspection specialists.

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 for scarce data, quantifying image quality, and separating imaging limitations from algorithm limitations.
  • English sufficient to read research papers and communicate with client engineers.

Nice to have

  • Radiography, CT, NDT, composite, weld, semiconductor inspection, or other scientific-imaging experience.
  • Physics or engineering knowledge related to attenuation, scatter, beam hardening, geometric unsharpness, or detector correction.
  • Imaging simulation, small-dataset deep learning, transfer learning, hard-negative mining, or physical data-acquisition experience.
  • Experience using AI coding agents for prototyping and tooling.

Culture & Benefits

  • Six- to eight-month proof-of-concept project with a path toward 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 a sick-leave certificate.
  • Online English courses and a career-development system with clear skill qualifications.
  • Gym membership compensation, corporate sports competitions, and events for employees and their children.

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