7 дней назад
Senior Computer Vision Engineer (Scientific Imaging)
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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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