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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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