Intern/Junior C++ Engineer
Location: GdanskAre 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 talented junior developers, University interns with AI and machine learning hands on experience with desire to quickly grow the skills and willing to join the rapidly growing team in Gdansk. As a ML GPU engineer intern, 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 and test AI DL models with 2dConvolutions, 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
- Test the AI pipelines on the GPU being the top of the state-of-the-art hardware
- Perform python or C debugging and 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
- Solid 3D math skills (linear algebra, vector math)
- Fluency in design and development of C/C++ applications
- Working 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
- Good understanding of multi-threaded programming techniques and SIMD architecture
- Students of 6th semester or later of Bachelor Computer Science university are considered only
NICE TO HAVE
- Basic knowledge of video encoding algorithms and state-of-the-art solutions
- Experience in HW/SW performance analysis and optimization, best if including GPU performance profiling
- GPU shader coding experience
- 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
- ML track on the university, students of master of science course in Computer Science
- GPU or CPU performance optimizations and debugging
- Parallel processing skillset
- 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.)
- 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
- 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
Check out our open roles at career.luxoft.com
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