Staff Engineer – Agentic Workflows

🕒 April 24

🇺🇸 United States – Remote

💵 $150k - $210k / year

⏰ Full Time

🔴 Lead

🧑‍💻 Full-stack Engineer

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Red Ventures

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 2000

🏢 Enterprise

💸 Finance

💰 Private Equity Round on 2018-07

Enterprise • AI • Finance

Red Ventures is a portfolio of businesses focused on streamlining digital experiences and helping millions of people make informed decisions on important matters. The company combines AI technology, premium content, and sophisticated data analytics to personalize digital experiences for customers across owned brands and partners with top global brands. Red Ventures also offers client services, helping global brands improve their customer journeys, and engages in various investments including startups and strategic partnerships. Their areas of focus include education, home connectivity, financial services, energy, and travel.

📋 Description

• 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 • 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 • 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

🎯 Requirements

• 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.