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AI GPU Senior Software Architect

Luxoft Poland Sp. z o.o.

Gdansk, pomorskie

Luxoft Poland Sp. z o.o.
- All stages in our recruitment process can be done remotely -

AI GPU Senior Software Architect

Location: Gdansk
PROJECT DESCRIPTION

Are you enjoying Machine Learning? Do you believe you can challenge state-of-the-art of AI technology applications? See the below call!

Luxoft, in partnership with AMD, is searching for outstanding, talented, experienced software architects and developers with AI and machine learning on the GPU experience with hands-on in GPU performance profiling to join the rapidly growing team in Gdansk. As a ML GPU engineer, you will participate in creation of real-time AI application supporting GPU compute, 3D graphics and video pipelines, build a solid background in Machine Learning with the most recent, state-of-the-art GPU and AI architectures, and collaborate with industry leaders.


RESPONSIBILITIES
  • Develop pytorch or tensor flow AI DL models, then port then to the GPU to DirectML or similar API and optimize for performance
  • Train ML models and assess the AI network accuracy in problem solving
  • Build GPU processing or rendering pipelines supported by the AI inferencing on the state-of-the-art hardware
  • Perform GPU profiling with tools for state-of-the-art hardware, investigate and fix performance & functional defects
  • Work with the recent research papers and publications, and propose state-of-the-art advances in the research area
  • Work with a distributed team in a CI environment
  • Share expert knowledge through trainings and internal documentation

SKILLS

MUST
  • Senior level experience in design and development of C/C++ applications
  • Extensive experience in Machine Learning using Python & one of Tensor Flow, Keras or PyTorch
  • CPU/GPU architecture knowledge, extensive experience with one of the 3D rendering APIs
  • Generic data processing, data structures and 3D algorithms
  • System/Linux programming, resource management
  • Basic knowledge of video encoding algorithms and state-of-the-art solutions
  • Good understanding of multi-threaded programming techniques and SIMD architecture

NICE TO HAVE

Experience in HW/SW performance analysis and optimization, best if including GPU performance profiling

  • GPU shader coding experience
  • Computer Vision or Text-to-speech experience and background is helpful
  • Experience/ know how of game engine solutions like Unreal Engine 4 or Unigine
  • Experience with ML APIs like Caffe, DirectML, ONNX, good understanding of Deep Learning process
  • Experience with GPU profiling tools, Linux performance tuning and VTune
  • Demonstrated ability to investigate software defects with debuggers like gdb
  • Experience working with GPU 3D or compute environments, like for example OpenGL, OpenCL, Vulcan, DirectX
  • Experience working with large volume high throughput data applications
  • Experience with GPU and CPU performance optimizations and debugging
  • Solid 3D math skills (linear algebra, vector math)
  • Understanding of video encoding technologies, H264, H265, AV1 is a huge plus
CAREER AND PROFESSIONAL DEVELOPMENT
  • Competitive salary
  • Luxoft Training Center
  • Access to e-learning Library
  • Individual development plans
  • Long-term cooperation with possibility to gain experience in different projects and technologies
  • A significant number of professional communities (Agile Community, Tech Community, Business Analysis Community, etc.)
Well-being
  • Group Life Insurance
  • Private healthcare insurance – LuxMed. Unlimited access to specialist consultations with Dental Care included
  • Medical costs reimbursement for employees (up to certain amount per quarter)
  • Travel Insurance
  • Benefit Program - Cafeteria and Multisport Card
Work-Life Balance
  • Various communities (sport, recreation activities, trips, board games, cultural and educational activities)
  • Discounts program for employees – BeLux (banking offer, car leasing offer and cafeteria program discount)
  • Convenient locations in a modern offices with game rooms
  • Multinational projects for clients all over the world
Please apply with the button on the right side of this job offer.
We kindly inform you that we will contact only chosen candidates. If you are interested in the above position, please apply by submitting your CV in English

Check out our open roles at career.luxoft.com
and follow us on Facebook!
www.facebook.com/luxoft.poland

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