Company

Corporate FunctionsSee more

addressAddressSunnyvale, CA
CategoryInformation Technology

Job description

Join Apple's Applied Machine Learning Team, as a Senior Software Engineer, to enable GenAI across our Applications & Platforms. Candidates should have strong background in LLM core concepts, be proficient in setting up and supporting the large scale big data applications in public cloud like AWS/GCP. The main responsibilities for this position include: Build LLM Applications using open source LLM App Frameworks, AWS BedRock/GCP Vertex AI Evaluate and port Language Models onto optimized infrastructure to reduce cost and increase performance Build tools to benchmark and compare various embedding databases, LLMs Build & Support CI/CD tools to port & manage applications on AWS/GCP & Kubernetes Build automation to enable self-healing systems Ability to troubleshoot application specific, core network, system & performance issues. Build a multi-tenancy system by enforcing data protection between different use cases. Involvement in challenging and fast paced projects supporting Apple's business by delivering innovative solutions. The candidate is expected to be self-motivated, proactive, and a solution-oriented individual.

Request

  • 4+ years of experience in Python Programming
  • Extensive experience in deploying and managing the applications on AWS/GCP & Kubernetes
  • Deep understanding on RAG based pipelines for Model inferencing, GuardRails
  • Experience in open source LLM App frameworks like LangChain/LlamaIndex
  • Exposure to Cloud managed services like AWS BedRock/GCP Vertex AI
  • Good Understanding of Agents in GenAI
  • Strong Experience in Infrastructure templating tools like CloudFormation, Terraform
  • Experience in GitOps based deployment tools like Spinnaker/Flux/ArgoCD
  • Strong proficiency with Helm and Kustomize for managing Kubernetes applications and configurations.
  • Experience in managing Embeddings using Vector databases
  • Exposure to Promot engineering
  • Experience in observability & traceability for Large Language Models.
  • Experience in Performance tuning on operating systems like Linux
  • Excellent analytical & problem solving skills
Refer code: 9207989. Corporate Functions - The previous day - 2024-05-07 03:10

Corporate Functions

Sunnyvale, CA
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