GrepJob
Roku

Sr. SW Engineer, Machine Learning

Roku
Apply
about 7 hours ago
Bengaluru, IndiaSenior
H1B Sponsor

Responsibilities

  • Define the technical architecture for an AI-driven business applications platform.
  • Evaluate LLMs and multimodal systems for product use.
  • Design and build the pipeline from business signals to model inference.
  • Build production-grade systems with strong error handling and validation.
  • Collaborate with cross-functional teams to iterate based on feedback.
  • Drive technical decisions that influence revenue impact and product quality.

Requirements

  • Bachelor's degree in Computer Science or a related field.
  • Experience building recommendation or decisioning systems in advertising or media.
  • Strong understanding of modern LLMs and agentic systems.
  • Solid experience with LLM and multi-agent pipelines.
  • Experience deploying ML systems in production.
  • Hands-on experience with modern ML frameworks like PyTorch.
  • Experience designing evaluation approaches for recommendation systems.
  • Strong software engineering fundamentals in Java or Python.
  • Ability to translate ambiguous business requirements into technical solutions.

Benefits

  • Comprehensive benefits including mental health and financial wellness support.
  • Healthcare options including medical, dental, and vision.
  • Retirement options such as 401(k)/pension.
  • Support for taking time off according to local leave policies.

Tech Stack

Hugging Face TransformersJavaPythonPyTorch

Categories

AI & MLBackendData Science