ML GPU Software Engineer,
Gdansk

Project Description

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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

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• 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

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Must have

• 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
• Good understanding of advanced rendering techniques (e.g. ray tracing)
• 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
• Familiarity with GLSL/HLSL
• Experience / know how of game engine solutions like Unreal Engine 4 or Unigine
• Computer Vision or Text-to-speech experience and background is helpful
• 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

Languages

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English: C1 Advanced

Seniority

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Regular

Luxoft Benefits*

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Global Relocation

• Relocation options **
• Experience in an international environment
• Cross-cultural experience

Time Off***

• Annual holiday - 20 or 26 days. The duration of the leave depends on the overall seniority

• Occasional leave - 1 or 2 days/ depending on the circumstances

• Child care leave - 2 days or 16 hours per year

• Absence due to force majeure - 2 days or 16 hours per year

• Maternity Leave - 20 weeks

• Parental Leave - 41 weeks

• Paternity Leave - 14 days

Recognition and Evaluation

• Feedback culture
• Regular appraisals
• Merit increases

Company Events and Friendly Environment

• Take part in the many fun social activities organized by the Luxoft team in your city
• Join online entertainment events for whole company and local team events
• Enjoy coming to a workplace where you’re treated with respect within a multicultural team

Luxoft Training Center

• More than 400 professional training programs
• Professional career development for leaders
• Self-learning Library
• Join one of our manu internal communities (Agile Community, Tech Community, Business Analysis Community, etc.)
• Polish language lessons

Well-being and Work-life Balance

• Multisport card
• Possibility to order Multisport card at the corporate rate for family members
• LuxGood Program: wellbeing seminars, contests, relaxation sessions, yoga sessions, etc.
• One Team Program: Buddy for each New Joiner; seminars, meeting and workplace space to support integration with local community and culture; “Hire me” workshops for partners
• Preferential banking offer for employees
• Preferential car leasing offer
• Cafeteria program discounts for shops, cinema tickets, holiday offers
• Luxoft Social Benefit Fund: sport and recreation benefits, the possibility to receive financial support

Health Care

• Private Healthcare Insurance with unlimited access to specialists
• Dental care
• Travel Insurance
• Possibility to add private healthcare coverage for family members at the corporate rate
• Life Insurance at the corporate rate for employees and family members
• Reimbursement for corrective glasses

Internal Mobility

• Rotation between projects and accounts
• New career opportunities

Self-Learning Library

CSR Projects

*Detailed information and eligibility will be provided once you become a Luxoft employee.

**Please note that relocation is not available for all open positions. At Luxoft Poland it is possible to work remotely only from the territory of Poland.

***Options offered by the Polish government.

Relocation package

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If needed, we can help you with relocation process. Click here for more information.