Senior Machine Learning Operations Engineer
il y a 2 jours
Integral Ad Science (IAS) is a global technology and ad measurement company that builds verification, optimization, and analytics solutions for the advertising industry. We are seeking a highly skilled Senior Staff Machine Learning Operations Engineer to join our Research and Development (R&D) team.
Key Responsibilities- Design and implement data pipelines to support machine learning systems at scale
- Build and run models into large scale production systems
- Develop and deploy scalable tools and services to handle machine learning training and inference
- Apply software engineering rigor and best practices to machine learning, including CI/CD, automation, etc.
- Communicate with machine learning researchers, data scientists, data engineers, and architect and document the processes
- 7+ years experience in a backend/microservices developer role in an Agile environment
- Strong software engineering skills in complex multi-language systems
- Ability to understand tools used by data scientists
- Experience with writing unit and integration tests for the application code
- Basic knowledge of RESTful systems, Object-Oriented design, Design Patterns, Data Structures and Algorithms
- Experience with GPU training and inference
Integral Ad Science (IAS) is a leading global media measurement and optimization platform that delivers the industry's most actionable data to drive superior results for the world's largest advertisers, publishers, and media platforms.
Our mission is to be the global benchmark for trust and transparency in digital media quality. For more information, visit https://www.integralads.com/.
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