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Redventures
Redventures

Staff Engineer, Agentic Workflows

engineeringfull-timeRemote
SALARY
Not listed
WORK TYPE
remote
JOB TYPE
full-time
INDUSTRY
ai
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About the role

What You’ll Do:

Transform Delivery with Agentic Workflows (Primary Focus)

  • Design and implement agentic workflows that materially reduce delivery time and cognitive load
  • Build reusable accelerators, templates, and shared services for engineers, product managers, designers, and analysts
  • Apply orchestration tools (LangChain, LangGraph, LangSmith, MCPs, n8n) with judgment—knowing where agents add leverage and where simpler solutions win
  • Define and evangelize AI-first development practices across teams
  • Leverage AI-enabled development environments (Cursor, Windsurf) and establish best practices for human + AI collaboration
  • Drive measurable step-changes in team velocity and consistency

Build Production AI Solutions (Secondary Focus)

  • Architect and Build LLM- and ML-powered solutions supporting digital journeys, call-center workflows, decisioning, and personalization
  • Develop end-to-end systems using Python, JavaScript/TypeScript (optionally Go)
  • Partner with Data Science to integrate generative AI with traditional ML (classification, regression)
  • Build AI-enabled interfaces using modern web stacks (React, Next.js, TypeScript)
  • Ensure scalability, reliability, security, and observability

Engineering & Platform Leadership

  • Design modular, reusable AI systems that scale across clients and use cases
  • Build and operate production LLM systems, including RAG and agent-based architectures
  • Use Databricks for AI development (Spark, Delta Lake, MLflow)
  • Apply strong engineering discipline: Git workflows, code reviews, TDD, CI/CD
  • Mentor engineers and shape shared standards, patterns, and documentation

What We’re Looking For:

  • Senior-level experience building production AI/ML systems
  • Proven ability to architect modular, scalable AI solutions
  • Strong Python proficiency; solid JavaScript/TypeScript experience
  • Production experience with LLM applications (OpenAI, Anthropic APIs)
  • Experience building inside of agent frameworks such as LangChain, LangGraph, LangSmith
  • Experience with agent orchestration and automation tools (MCPs)
  • Experience with Databricks (Spark, Delta Lake, MLflow)
  • Understanding of traditional ML and how it complements generative AI
  • Experience scaling platforms or practices across teams
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Staff Engineer, Agentic Workflows at Redventures — Remote