Senior Applied Machine Learning Engineer
4 weeks ago
About the Role
We are seeking a highly skilled Senior Applied Machine Learning Engineer to join our team at Roku. As a key member of our engineering team, you will be responsible for designing, developing, and deploying scalable and fault-tolerant computer vision and machine learning systems to production.
Key Responsibilities
- Oversee the full model development cycle, from ideation to deployment, testing, and operations
- Design and implement uncertainty metrics and communicate results to technical and non-technical stakeholders
- Gather and compile datasets, define annotation ontologies, and ensure data quality
- Stay up-to-date with industry and academic trends in computer vision and machine learning
- Collaborate with product and engineering teams to implement new experiences and cloud services
- Integrate services from other teams and provide services to other teams
- Evaluate and provide feedback on new platform technologies
- Work with QA teams to address bugs and automate software as needed
Requirements
- Masters degree in computer science or related field
- At least five years of experience developing production applied machine learning systems using frameworks such as PyTorch or Tensorflow
- At least two years of research or equivalent industry experience with state-of-the-art image processing, computer vision, or natural language processing
- Experience with cloud services, including storing data, training, and serving models from providers such as AWS, GCP, or Azure
- Experience evaluating models and communicating findings
- Experience building APIs with frameworks such as GraphQL or REST
- Experience with workflow orchestration tools such as Airflow, Argo, AWS Step Functions, or Metaflow
What We Offer
Roku is committed to offering a diverse range of benefits to support our employees and their families. Our comprehensive benefits include global access to mental health and financial wellness support and resources. Local benefits include statutory and voluntary benefits, including healthcare, life, accident, disability, commuter, and retirement options.
About Roku
Roku is a fast-paced environment where everyone is focused on the company's success rather than their own. We surround ourselves with talented folks who are easy to work with and keep their egos in check. We appreciate a sense of humor and believe in collaboration and trust. We're independent thinkers with big ideas who act boldly and accomplish extraordinary things.
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