Senior Machine Learning Research Engineer - Intelligence Community
Washington, DC
Scale AI
Trusted by world class companies, Scale delivers high quality training data for AI applications such as self-driving cars, mapping, AR/VR, robotics, and more.You will:
- Take state of the art models developed internally and from the community, use them in production to solve problems for our customers and taskers.
- Take models currently in production, identify areas for improvement, improve them using retraining and hyperparameter searches, then deploy without regressing on core model characteristics
- Work with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines
- Work with massive datasets to develop both generic models as well as fine tune models for specific products
- Build the scalable ML platform to automate our ML services
- Be a representative for how to apply machine learning and related techniques throughout the engineering and product organization
- Be able, and willing, to multi-task and learn new technologies quickly
Requirements:
- Degree in computer science, or related field
- Experience using computer vision, deep learning and deep reinforcement Learning, or natural language processing in a production environment
- Solid background in algorithms, data structures, and object-oriented programming
- Strong programing skills in Python or Javascript, experience in Tensorflow or PyTorch
- US citizenship and the ability to obtain a US Government Security Clearance is a requirement
Nice-to-Haves:
- Graduate degree in Computer Science, Machine Learning or Artificial Intelligence specialization
- Experience working with cloud technology stack (eg. AWS or GCP) and developing machine learning models in a cloud environment
About Us:At Scale, we believe that the transition from traditional software to AI is one of the most important shifts of our time. Our mission is to make that happen faster across every industry, and our team is transforming how machine learning can build innovative products. Our products provide access to human-powered data for hundreds of use cases and are used by industry leaders such as Open AI, Lyft, GM, Samsung, Airbnb, NVIDIA, and many more. We’ve recently raised $325 million in Series E funding at a valuation of $7B+ and are expanding our team to accelerate the development of AI applications.
We believe that everyone should be able to bring their whole selves to work, which is why we are proud to be an inclusive and equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability status, gender identity or Veteran status.
We are committed to working with and providing reasonable accommodations to applicants with physical and mental disabilities. If you need assistance and/or a reasonable accommodation in the application or recruiting process due to a disability, please contact us at accommodations@scale.com. Please see the United States Department of Labor's EEO poster and EEO poster supplement for additional information.
Tags: AWS Computer Science Computer Vision Deep Learning Engineering GCP JavaScript Machine Learning ML models NLP OOP Pipelines Python PyTorch Research Security TensorFlow
Perks/benefits: Career development
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