Image and Data Processing Libraries Intern

NVIDIA; Warszawa; On-site; PLN 118,000 - 204,000; Part time

Job summary

NVIDIA is seeking motivated interns to help develop GPU-accelerated libraries used in AI, HPC, and data analytics. You will work with senior engineers to extend existing libraries and build new ones for image and data processing.

The role involves implementing new algorithms, API definitions, performance analysis, and solving numerical edge cases, with mentorship and a focus on practical software engineering across AI applications.

Qualifications

• Pursuing a degree in Computer Science, Artificial Intelligence, Applied Math, or related field.
• Programming skills in C/C++, Python.
• Parallel or GPU programming experience (AVX, NEON, OpenMP, MPI, CUDA or OpenCL).
• Experience with image coding or data compression algorithms is a plus.

Responsibilities

• Collaborate with team to understand software use cases and requirements.
• Research, analyze, and document state-of-the-art algorithms.
• Develop algorithms for image and data compression and processing.
• Analyze and improve performance of existing implementations.

Skills

C/C++

Python

GPU programming

Parallel programming

Education

CS/AI/Applied Math degree

Job description

Around the world, leading commercial and academic organizations are using GPU to redefine AI, scientific and engineering simulations, and data analytics. Did you know that the GPU accelerated libraries developed by NVIDIA are used in such industries such as healthcare, VR, autonomous vehicles, social media, and e-commerce? If the idea of contributing to these excite you, come join our team and help us build accelerated software libraries which are used by the entire world.

In this role you will be part of our team responsible for the development of libraries that provide groundbreaking functionality and performance. The internship may include extending the capabilities of existing as well as building new libraries that will be used in various AI and HPC applications. It will involve working with senior software engineers who will provide mentorship and guidance.

The project will include implementing new image and data processing algorithms, defining APIs, analyzing performance, finding appropriate solutions for difficult numerical corner cases, and other general software engineering work.

What you’ll be doing:

• Collaborating with team members and other partners to understand software use cases and requirements.
• Research, analyze, and document state-of-the art algorithms
• Develop algorithms for image and data compression and processing
• Analyze and improve performance of existing implementations

What we need to see:

• Pursuing a degree in Computer Science, Artificial Intelligence, Applied Math, or related field
• Programming skills (C/C++, Python)
• Parallel or GPU programming experience (AVX, NEON, OpenMP, MPI,CUDA or OpenCL)
• Experience with image coding (jpg, tiff, etc) or data compression algorithms (LZW, DEFLATE, etc)

Ways to stand out from the crowd:

• Knowledge of image processing algorithms
• Performance analysis and test design skills
• Familiarity with floating-point arithmetic internals and numerical error analysis.

NVIDIA is widely considered to be one of the technology world’s most desirable employers. We have some of the most forward-thinking and hardworking people in the world working for us. If you're creative and autonomous, we want to hear from you! We are an equal opportunity employer and value diversity at our company. We do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status.

Our internship pay is based on the position, your location, year in school, degree, and experience. For Poland: the annual range for our interns is 117,750 PLN - 204,100 PLN. (pro-rated for the duration of the internship).#deeplearning