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AI Data Engineer for Innovative Agent Platform

CollectiveSan Francisco
On-site Full-time $180K/yr - $240K/yr

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Experience Level

Senior

Qualifications

Qualifications:Proven experience in building data infrastructure and analytics systemsStrong proficiency in AI technologies and data management principlesAbility to work collaboratively across teams to drive data initiativesExcellent problem-solving skills and strategic thinkingA Bachelor's Degree in Computer Science, Data Science, or a related field is preferred

About the job

About Collective

Collective helps solo entrepreneurs run their businesses with less hassle. Our technology and team of advisors make it easier for members to handle incorporation, accounting, bookkeeping, and taxes, all in one place. The goal: give self-employed professionals the same tax advantages as large companies, so they can focus on what matters most to them.

Our work has been highlighted in Forbes, Business Insider, Yahoo, Bloomberg, Financial Times, and TechCrunch. Investors backing Collective include General Catalyst, Sound Ventures (Ashton Kutcher and Guy Oseary), QED Investors, and Google's Gradient Ventures. Many have also supported brands like YouTube, Substack, and Lyft.

Role Overview: AI Data Engineer

Collective is looking for a Senior AI Data Engineer to build an internal data agent platform. The mission: make company data accessible to employees, so anyone can ask questions in plain English and get reliable insights or dashboards in return.

This role blends AI systems, data infrastructure, and product engineering. The work goes beyond building a system, it requires attention to data integrity, consistency, and reliability throughout.

The team is searching for someone who can set a technical direction, design the data architecture, and help drive adoption of these new tools across the company.

What You Will Do

  • Develop Agent Infrastructure
    • Build systems for data retrieval, planning, and execution using real company data
    • Enable multi-step reasoning and analytical workflows
    • Connect the agent platform with internal tools
  • Create an End-to-End Analytics System
    • Develop a natural language interface for the entire data stack
    • Allow employees to run complex analyses without SQL
  • Manage and Enhance the Data Layer
    • Work with product engineering teams to design and improve clean, consistent data models
    • Continuously raise the quality and accessibility of company data

Location

San Francisco

About Collective

Collective is a pioneering company dedicated to transforming the experience of self-employed individuals. By offering a comprehensive suite of services and a supportive community, we help our members thrive in their entrepreneurial journeys.

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