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Uber - Staff Software Engineer - Artificial Intelligence / Machine Learning

Uber - Staff Software Engineer - Artificial Intelligence / Machine Learning

UberBangalore
30+ days ago
Job description

About The Role :

To create and advance a foundational AI infrastructure for the Developer Platform.

This involves ensuring the development of robust systems for context, knowledge, and memory management, which are critical for enhancing AI-driven development experiences and improving agent functionality.

Success Metrics :

Increased accuracy and effectiveness of AI agents through enhanced data context and knowledge systems.

Enhanced developer productivity by providing immediate access to accurate and useful information.

What You'll Do :

  • Team Leadership : Lead and mentor a small team of 4-5 AI engineers, fostering a collaborative and innovative work environment.
  • Memory Systems Management : Design and manage shared memory systems, including the development of rules and best practice registries for AI agents.
  • AI Documentation : Implement and oversee strategies for AI-first documentation generation, ensuring the health and discoverability of documentation.
  • Code Context Infrastructure : Maintain repository and module summaries, providing comprehensive context for AI agents.
  • Knowledge Graph & Data Ingestion : Vectorize engineering data and create knowledge graphs to facilitate advanced knowledge retrieval.
  • Tooling and Client Development : Develop and maintain MCP servers / clients and other tools critical for enhancing the AI Developer Experience.
  • Collaboration and Integration : Engage with AI Platform and AI DevEx teams to ensure seamless integration and alignment with broader organizational goals.

What You'll Need :

  • Educational Background : Hold a degree in Computer Science, Artificial Intelligence, Machine Learning, or a closely related field.
  • Expertise in Large Language Models (LLMs) : Demonstrated experience with both unimodal and multimodal LLMs and agentic systems.
  • Framework Proficiency : Skilled in using frameworks such as CrewAI, LangChain, and LangGraph to facilitate autonomous decision-making and workflow automation.
  • Emerging AI Technology Awareness : Knowledgeable about emerging AI technologies, including agentic systems, MCP, and A2A protocol, and understanding their potential applications.
  • Programming Skills : Proficient in writing clean, elegant, and bug-free code, particularly in languages such as Java and Go.
  • Problem-solving Abilities : Possess exceptional analytical and problem-solving skills with a focus on delivering scalable solutions.
  • Leadership and Mentorship : Ability to mentor junior engineers and actively contribute to team development and growth.
  • Preferred Qualifications :

  • Cloud Computing Knowledge : Proficient in utilizing cloud computing infrastructure to support scalable AI / ML applications.
  • AI / ML Framework Expertise : Experience with leading AI / ML development frameworks and tools, including TensorFlow, PyTorch, and Hugging Face, for building advanced AI solutions.
  • AI Monitoring and Observability : Familiarity with AI monitoring and observability tools such as Langfuse, Prometheus, and Grafana, or similar platforms to ensure effective system performance and management.
  • Vector and RAG Models : Skilled in embedding generation and retrieval using VectorDB and RAG ingestion techniques for enhancing AI data processing capabilities.
  • (ref : hirist.tech)

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    Staff Software Engineer • Bangalore

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