VibeCodeCareers 
On-site in San Francisco, California, this senior-level role at Envoy involves leading the development of an "Intelligence Platform" for autonomous business insights. The company focuses on workplace management solutions for global organizations.
Skills / Requirements
- Agentic Workflows
- AI Agents
- Airflow
- Architectural Integrity
- CI/CD
- Data Engineering
- Databricks
- dbt
- KPI Definition
- LLM APIs
- Mentoring
- Python
- RAG
- SQL
- Vector databases
- Version Control
- Vibe Coding
Why Apply
This role is ideal for someone skilled in AI tools like LLM APIs and Vector Databases, as it involves creating systems that integrate agentic workflows and retrieval-augmented generation. You'll automate data engineering tasks using tools like dbt, Airflow, and Databricks.
What You'll Be Doing
You'll architect and develop a data ecosystem that functions as an Intelligence Platform, moving beyond traditional reporting. Your work will involve integrating AI workflows into the platform and collaborating with product teams to define strategic KPIs.
Working in San Francisco, California
- San Francisco is a major tech hub, offering abundant opportunities in software and data engineering.
- The city is home to a vibrant startup scene and numerous established tech giants.
- Public transit options like BART and Muni make commuting manageable within the Bay Area.
- San Francisco offers a diverse cultural scene, from art galleries to music festivals.
- The city's proximity to Silicon Valley provides networking opportunities with industry leaders.
Pay and Career Growth
The role offers high autonomy and the chance to influence company direction by defining key performance indicators. You'll mentor team members in engineering best practices and work in a strategic capacity with product teams.
Benefits and Perks
- Engineering Standards
- High autonomy
- Mentorship
- Strategic Partner
Is This Role Right for You?
Good fit if you...
- You thrive in high-autonomy environments and enjoy strategic roles.
- You are experienced with AI tools and integrating them into data platforms.
- You have a strong background in data engineering and software-grade SQL.
May not be for you if...
- You prefer remote work over on-site roles.
- You lack experience with AI tools like LLM APIs and Vector Databases.
- You are not comfortable with high-level strategic responsibilities.
Original Job Description
The Opportunity
As a lead architect for Envoy’s data ecosystem in San Francisco, you’ll move beyond traditional reporting to construct an “Intelligence Platform” that powers autonomous business insights. This role is designed for a “Full-stack” Data IC who views data assets as software products. You’ll be at the forefront of integrating agentic workflows and retrieval-augmented generation (RAG) into a high-scale workplace management platform used by thousands of global organizations.
The Vibe Coding Tech Stack
This position is a playground for AI-first builders. You’ll leverage Python, LLM APIs, and Vector Databases to create systems that serve both human analysts and AI agents. By utilizing tools like dbt for software-grade SQL and modern orchestrators like Airflow and Databricks, you’ll automate the mundane aspects of data engineering. Envoy specifically values the “vibe-coding” mindset—using LLMs to accelerate your output while maintaining the human oversight necessary for architectural integrity.
Growth & Impact
You won’t just be managing pipelines; you’ll be a strategic partner to product teams, defining the KPIs that shape company direction. This is a high-autonomy environment where you are encouraged to proactively solve bottlenecks before they surface. As a mentor, you’ll help elevate the team’s engineering standards, implementing CI/CD and version control best practices to ensure the data engine runs with maximum efficiency and reliability.
