Machine Learning Architect

Octans Group Llc
Oakland, United States of America
7 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English

Job location

Oakland, United States of America

Tech stack

Java
Artificial Intelligence
Azure
Clickstream
Cloud Computing
Distributed Systems
Protocol Buffers
Python
Machine Learning
Node.js
Recommender Systems
Azure
Google Cloud Platform
Feature Engineering
Large Language Models
Spring-boot
Kubernetes
Avro
Real Time Data
Machine Learning Operations
Virtual Agents
Data Pipelines

Job description

  • 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, * 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.

Requirements

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.

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