[Remote] Staff Engineer, Agentic Workflows

Note: The job is a remote job and is open to candidates in USA. Red Ventures Home helps partners across the home services ecosystem unlock sustainable growth through proprietary distribution and AI-enabled applications. They are seeking a Senior / Staff AI Engineer to transform software delivery by building agentic workflows and AI-first development practices. Responsibilities • 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 Skills • 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 Benefits • Health Insurance Coverage (medical, dental, and vision) • Life Insurance • Short and Long-Term Disability Insurance • Flexible Spending Accounts • Holiday Pay • 401(k) with match • Employee Assistance Program • Paid Parental Bonding Benefit Program • Flexible Paid Time Off (PTO): We believe time to rest and recharge is essential. That’s why we offer a generous and flexible PTO policy. Full-time employees accrue 20 days of PTO for a full calendar year annually, with an increase to 25 days after five years of service. Company Overview • A portfolio of influential brands, digital platforms, and strategic partnerships that help people make life's most important decisions. It was founded in 2000, and is headquartered in Fort Mill, South Carolina, USA, with a workforce of 1001-5000 employees. Its website is http://www.redventures.com. Company H1B Sponsorship • Red Ventures has a track record of offering H1B sponsorships, with 2 in 2026, 7 in 2025, 5 in 2024, 11 in 2023, 8 in 2022. Please note that this does not guarantee sponsorship for this specific role.