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Octans Group

2 jobs near Columbus, OH

W2 Position - Machine Learning Architect - Bay Area (Hybrid)

Octans Group LLC

Sunnyvale, CA • Hybrid

Other

Posted 4 days ago

Job description

Must be able to work on W2 
Job Title: Machine Learning Architect – Search & Recommendation Systems
Location: Bay Area, CA (Hybrid)
Requirement:
We are looking for a highly skilled Machine Learning Architect with strong expertise in Search & Recommendation Systems and large-scale distributed infrastructure. The ideal candidate should have hands-on experience building scalable ML platforms, real-time data pipelines, and AI/LLM-driven solutions using Java, Python, and cloud technologies.


Required Skills:

  • Java, Python, NodeJS
  • LLM & Agentic AI systems
  • Search & Recommendation Systems
  • Google Cloud Platform, Azure, Kubernetes (K8S/WCNP)
  • Spring Boot
  • Google Cloud Platform Pub/Sub
  • Avro / Protobuf schemas
  • Real-time ingestion & feature serving pipelines
  • Clickstream / behavioral signal pipelines
  • Session modeling & query routing
  • NLP pipeline integration
  • Large-scale scalable infrastructure design


Responsibilities:

  • Design and architect scalable ML infrastructure and recommendation platforms
  • Build near real-time data ingestion and feature engineering pipelines
  • Develop AI/LLM-enabled intelligent systems and NLP integrations
  • Optimize query routing, session modeling, and feature serving frameworks
  • Collaborate with engineering teams to deliver high-performance distributed solutions.

Apply