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Praca: Senior Computer Vision/Deep Learning Engineer


Senior Computer Vision/Deep Learning Engineer
[online recruitment]
Location: Krakow
Reference number: VR-55787
Project Description:

We are utilizing a citys existing fleet and a growing number of mobile devices connected to our network, we collect real-time data that supports the enforcement of traffic laws. We are implementing the first technology provider to create a vision-based solution capable of detecting, understanding, and determine causation of traffic violations, to help cities achieve their Vision Zero safety goals.

Responsibilities
  • Responsible for developing computer vision and machine learning technologies for prototyping and deployment on cloud and embedded systems.
  • Building road scene reconstruction system using computer vision and other sensors with following techniques:
  • applied deep learning (object detection, semantic segmentation, depth prediction etc.)
  • motion & trajectory estimation,
  • scene understanding,
  • visual odometry,
  • sensor fusion,
  • mutli-object tracking,
  • camera calibration,
  • parameter estimation & optimization
  • lanes and road layout estimation
  • Experimenting with real-world data to validate, evaluate and improve the algorithms.
  • Responsible for productizing the CV/ML algorithms into product features, with support and guidance from other system engineering teams
Skills
  • Computer Science engineering degree or equivalent - Math, Physics or similarly quantitative-heavy background
  • Experience with OpenCV and Pytorch, also other computer vision/deep learning libraries
  • Experience in building visual data processing pipelines, including the design of necessary validation automation

Ability to transfer prototyping code/algorithm into production grade feature of a working system (C++)

  • Experience in Python, OpenCV, Dlib
  • Experience with common Machine Learning methods
  • Experience with Pytorch, Keras or TensorFlow is a plus
  • Experience in using Deep Learning models in automotive projects (object detection, scene semantic segmentation etc.)
  • 5+ years of experience ii IT projects, ideally similar position
Our offer
Career and Professional Development
  • International projects for clients all over the world
  • Competitive salary
  • Individual development plan
  • Managerial Targeted Training programs
  • BRIDGE Mentoring Program
  • Luxoft Training Center
  • Language Classes
  • Self-learning online library
  • Global Relocation Program
  • Internal Mobility (a chance to gain experience in varied projects and technologies)
  • Professional communities for knowledge-sharing (Agile, Tech, Business)
Well-being
  • Group Life Insurance
  • Travel Insurance
  • Private Healthcare (dental care, unlimited consultations of specialist physicians)
  • Medical costs reimbursement for employees
  • Benefit Program (Cafeteria and Multisport Card)
Work-Life Balance
  • LuxGood Program (a wide range of health and well-being initiatives)
  • After-hours groups (sport, trips, board games, cultural activities)
  • Company and Team events
  • BeLux - discount offers program (banking, car leasing, other)
  • Convenient locations in modern offices
Career and Professional Development
  • International projects for clients all over the world
  • Competitive salary
  • Individual development plan
  • Managerial Targeted Training programs
  • BRIDGE Mentoring Program
  • Luxoft Training Center
  • Language Classes
  • Self-learning online library
  • Global Relocation Program
  • Internal Mobility (a chance to gain experience in varied projects and technologies)
  • Professional communities for knowledge-sharing (Agile, Tech, Business)
Well-being
  • Group Life Insurance
  • Travel Insurance
  • Private Healthcare (dental care, unlimited consultations of specialist physicians)
  • Medical costs reimbursement for employees
  • Benefit Program (Cafeteria and Multisport Card)
Work-Life Balance
  • LuxGood Program (a wide range of health and well-being initiatives)
  • After-hours groups (sport, trips, board games, cultural activities)
  • Company and Team events
  • BeLux - discount offers program (banking, car leasing, other)
  • Convenient locations in modern offices
Please send your CV with consent for processing your personal data for recruitment purposes using the below button
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Informujemy, że administratorem danych jest Luxoft z siedzibą w Krakowie, ul. Bora Komorowskiego(dalej jako "administrator"). Masz prawo do żądania dostępu do swoich danych osobowych, ich sprostowania, usunięcia lub ograniczenia przetwarzania, prawo do wniesienia sprzeciwu wobec przetwarzania, a także prawo do przenoszenia danych oraz wniesienia skargi do organu nadzorczego. Dane osobowe przetwarzane będą w celu realizacji procesu rekrutacji. Podanie danych w zakresie wynikającym z ustawy z dnia 26 czerwca 1974 r. Kodeks pracy jest obowiązkowe. W pozostałym zakresie podanie danych jest dobrowolne. Odmowa podania danych obowiązkowych może skutkować brakiem możliwości przeprowadzenia procesu rekrutacji. Administrator przetwarza dane obowiązkowe na podstawie ciążącego na nim obowiązku prawnego, zaś w zakresie danych dodatkowych podstawą przetwarzania jest zgoda. Dane osobowe będą przetwarzane do czasu zakończenia postępowania rekrutacyjnego i przez okres możliwości dochodzenia ewentualnych roszczeń, a w przypadku wyrażenia zgody na udział w przyszłych postępowaniach rekrutacyjnych - do czasu wycofania tej zgody. Zgoda na przetwarzanie danych osobowych może zostać wycofana w dowolnym momencie.
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