Research Engineer, Language - Wearables Polyglot AI

Meta

$138K — $165K *
Consumer Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Bachelor's degree in Computer Science, Engineering, or related field
  • 5+ years in developing and deploying machine learning models for speech applications
  • Experience with Voice LLMs or systems in speech recognition, translation, or synthesis
  • Proven track record in deploying ML models to production environments
  • Experience in maintaining datasets and evaluation pipelines for machine learning systems

Responsibilities

  • Research and develop cutting-edge Voice LLM models for various speech applications
  • Deploy Voice LLM systems in server-side and on-device environments
  • Build and maintain high-quality datasets for training and evaluation
  • Design evaluation frameworks to measure model performance and improve efficiencies
  • Conduct experiments to optimize model quality and efficiency across different deployments
  • Collaborate with product managers, engineers, and UX designers to align technical solutions with user needs
  • Stay updated with advancements in speech processing and integrate new methodologies into development

Benefits

  • Collaborative and innovative work environment
  • Opportunity to work with cutting-edge AI and speech technologies
  • Engagement with highly skilled cross-functional teams
  • Dynamic projects aimed at improving user experiences through advanced technology
  • Focus on research and development in a rapidly evolving field
Full Job Description
We are seeking a Research Engineer to join our Polyglot AI team within Reality Labs. This role will focus on developing and deploying Voice LLMs that power speech recognition, translation, and synthesis capabilities. You will work on both server-side and on-device deployments, maintain high-quality datasets, and build evaluation frameworks to drive rapid product improvements.

Responsibilities

Research and develop state-of-the-art Voice LLM models for speech recognition, translation, and synthesis
• Deploy Voice LLM systems to production environments, including both server-side infrastructure and on-device implementations
• Build and maintain high-quality datasets for training and evaluating Voice LLM systems
• Design and implement evaluation frameworks and metrics to measure model performance and drive improvements
• Conduct rigorous experimentation and ablation studies to optimize model quality, latency, and efficiency across deployment targets
• Collaborate closely with product managers, engineers, and UX designers to align technical solutions with user needs and deliver production-ready features
• Stay at the forefront of research in speech processing, Voice LLMs, and multilingual AI, bringing new methodologies into the team's development pipeline

Minimum Qualifications
• Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
• 5+ years experience developing and deploying machine learning models for speech or language applications
• Experience with Voice LLMs or speech processing systems (speech recognition, translation, or synthesis)
• Demonstrated experience in deploying ML models to production
• Track record of building and maintaining datasets and evaluation pipelines for ML systems

Preferred Qualifications
• Proven ability to communicate complex technical concepts and collaborate with cross-functional teams
• Experience with multilingual speech or language models
• Experience deploying audio models to server-side and/or on-device/edge environments
• Experience with evaluation frameworks and metrics for speech/language systems
• Advanced degree (MS or PhD) in Computer Science, Machine Learning, AI, Speech Processing, or a related technical field

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