Senior Software Engineer, Automation and Tools - Machine Learning

Company: NVIDIA USA
Location: Santa Clara, California, United States
Type: Full-time
Posted: 09.AUG.2021

Summary

We are now looking for a Senior Software Engineer, Automation and Tools - Machine Learning.NVIDIA is seeking passionate and experienced soft...

Description

We are now looking for a Senior Software Engineer, Automation and Tools - Machine Learning.NVIDIA is seeking passionate and experienced software engineers for our Deep Learning team to develop and commercialize Artificial Intelligence solutions to diverse real-world problems related to animation, video processing, gaming, 3D modelling and more. If you are passionate about the latest deep learning frameworks and motivated to automate the annotate-train-test process with a keen focus on reducing time to delivery and cost, then this role is a great fit for you! Collaborate and interact with our engineering teams, internal partners and validation teams to create and deliver highly optimized state-of-the-art Active learning pipelines. The ability to work in a dynamic, product-centric environment with excellent interpersonal skills are required, to be successful in this role.What you'll be doing :Architect and implement active learning pipelines to significantly increase the turnaround time in training of ML/DL modelsGrow and maintain a continuous integration environment for Windows and Linux development at scaleImprove and implement release related engineering best practices to improve time to delivery and reduce costCommunicate effectively with engineering stakeholders on testing and quality strategic plansDesign and develop test automation and performance testing frameworks and code libraries to enable the engineering , QA and performance teams to use.What we need to see :Bachelors or Masters degree in Computer Science or related field (or equivalent experience)8+ years of experience working on building tools and automating engineering workflowHands-on experience with ML Active learning pipelines (AutoML)Strong experience working with docker containers, training and deployment in the cloudGood communication skills and excellent collaboration skillsProficient knowledge of and hands-on experience with scripting languageSolid experience in C++ and PythonLeadership experience dealing with cross-functional teamsWays to stand out from the crowd:Knowledge of API servicesExperience with GPU programming (CUDA, OpenCL)Understanding of machine learning / deep learning practices, common model architectures, evaluation metricsis a plusDoes the idea of pushing the boundaries of state-of-the-art research and development excite you? Interested in getting exposure to the entire DL SW stack? Then come join us and help build the GPU-accelerated DL platform used worldwide. 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 on the planet working for us. If you're creative and autonomous, we want to hear from you!NVIDIA is committed to fostering a diverse work environment and proud to be an equal opportunity employer. As we highly value diversity in our current and future employees, we do not discriminate (including in our hiring and promotion practices) on the basis of race, religion, color, national origin, gender, gender expression , sexual orientation, age, marital status, veteran status, disability status or any other characteristic protected by law.#deeplearning

 
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