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Sutherland

We make digital 𝐡𝐮𝐦𝐚𝐧™ #MakeDigitalHuman

Senior Staff AI Engineer

AI EngineerMachine Learning EngineerContractRemoteSeniorTeam 10,001+Since 1986H1B SponsorCompany SiteLinkedIn

Location

United States

Posted

2 days ago

Salary

0

Seniority

Senior

Job Description

Senior Staff AI Engineer

Sutherland

• 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. Implementation of solutions requires a longer-term view which impacts strategic goals and objectives spanning several functions. • 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

Job Requirements

  • 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
  • 7+ years of a 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

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