Senior Staff AI Engineer

Role Description

• Provides, guides and uses professional concepts in developing resolution to critical issues.
• Train and fine-tune models using LoRA and other parameter-efficient techniques.
• Design, train, and evaluate multimodal models from scratch.
• Apply reinforcement learning techniques to model development and optimization.
• Experience with audio/speech ML tasks such as speaker diarization and speaker identification.
• Deploy, debug, and maintain distributed systems in cloud environments.
• Optimize inference pipelines using tools and techniques such as TensorRT, quantization, and pruning.
• Monitor and maintain models in production, including handling data drift and system failures.
• Perform data gathering, cleaning, and curation to build high-quality training and evaluation datasets.
• Comfortable working with a gated, continuous deployment workflow that requires unit, component, and integration tests.
• Applies extensive knowledge of theories, practices and design matters.
• Works on issues that impact program success or addresses future concepts and products.
• Exercise a wide latitude in determining objectives and approaches to critical assignments.
• Knowledge of media management strategies and distribution workflows.
• Work closely with Product and Operations to design and optimize workflows.
• Apply broad expertise and knowledge in highly specialized fields or several related disciplines.
• Contributes to development of company objectives across and principles to achieve goals.
• Work on significant and unique issues where analysis of situations or data requires an evaluation of intangibles.

Qualifications

• Expert experience, understanding and knowledge of digital and broadcast production operations and workflows.
• 5+ years working with the AWS cloud.
• 1+ years working with the Azure cloud.
• Strong knowledge of industry trends and best practices.
• Strong experience with the C4 model and other traditional design artifacts.
• Experience working in an Agile environment.

Requirements

• 7+ years of programming languages such as Java, Golang, Python, JavaScript.
• Knowledge with broadcast production or video content management systems.
• Familiarity with client-side web technologies (React, Angular, JavaScript, CSS, HTML).
• Familiarity with continuous integration/deployment practices.
• Docker, Kubernetes experience a plus.
• BS in CS, EE or equivalent experience required.

Company Description