Software Engineer — Full-Stack & Applied AI

THROCKMORTON PARTNERS LLC; Mill Valley (CA); On-site; USD 80,000 - 100,000; Full time

Job summary

THROCKMORTON PARTNERS LLC is seeking a Software Engineer for a full-stack role focused on AI-powered real estate solutions in Mill Valley, CA. You will directly contribute to production systems, working closely with the founder and having ownership over projects from day one.

This role involves backend services with Python, AI feature development, and creating user-friendly frontend interfaces. Ideal candidates have a strong academic background in computer science and up to five years of relevant experience.

Qualifications

• Strong academic record, roughly a 3.5+ GPA or equivalent.
• 0–5 years of professional software engineering experience.
• Solid fundamentals in data structures, algorithms, databases/SQL.
• Strong skills in Python or a comparable language.

Responsibilities

• Work on backend services using Python/FastAPI.
• Build AI features for document extraction and classification.
• Create fast, data-dense frontend interfaces.
• Integrate public data sources and build data systems.
• Ensure reliability and performance of production systems.

Skills

Python

Data structures

Algorithms

Databases/SQL

Education

B.S. in Computer Science or equivalent

Tools

FastAPI

PostgreSQL

Job description

Software Engineer — Full-Stack & Applied AI

Throckmorton Partners · Mill Valley, CA (on-site) · Full-time · Early career (new grad to ~5 years)

About us

Throckmorton Partners is building an innovative AI-powered real estate solution for industry professionals. Our product is in active daily use by real customers, and we're deliberately keeping a low profile while we build — we'll share the full picture with you during the interview process.

We are a small, fast-moving team — self-funded, with no need to raise outside capital, so we build for customers rather than for investors. You would be one of the first engineering hires, working directly with the founder, with real ownership over what gets built and how.

What you'll work on

This is a true full-stack role on a production system used every day:

• Backend services — Python/FastAPI APIs and data pipelines backed by PostgreSQL.
• AI features — building on frontier LLMs (Anthropic's Claude) for document extraction, classification, and research workflows — including the validation, retry, and "never silently fail" engineering that makes AI features trustworthy in production.
• Frontend — fast, data-dense interfaces (grids, maps, document viewers) that professionals live in all day.
• Data engineering — integrating public data sources and building entity-resolution and deduplication systems.
• Reliability and operations — multi-tenant data isolation, deployment, monitoring, and the unglamorous-but-critical work of keeping a production system fast and correct.

You will ship to production in your first week. Features here go from idea to live in days, not quarters.

What we require

• B.S. in Computer Science (or equivalent rigorous technical degree with a strong CS core) from an accredited four‑year program.
• A strong academic record — roughly a 3.5+ GPA or equivalent evidence of academic excellence (honors, awards, standout coursework). We will ask about it.
• 0–5 years of professional software engineering experience. Outstanding new grads are genuinely welcome; so are engineers a few years in who want more ownership than a big company gives them.
• Solid fundamentals — data structures, algorithms, databases/SQL, and the ability to reason about systems, not just frameworks.
• Strong Python, or strong skills in a comparable language with the ability to come up to speed in Python quickly.
• Ability to work on‑site in Mill Valley, CA. This is an in‑person role — we move fast because we sit together.

What makes someone great here

• You've built things outside of assignments — side projects, internships, open source, a startup attempt. You can show us something and explain the decisions behind it.
• You're rigorous about correctness. You validate data programmatically and surface failures instead of hiding them.
• You're curious about how businesses actually operate — or at least excited to learn a real‑world domain deeply.
• You communicate clearly in writing and own outcomes, not just tickets.
• Experience with LLM APIs, prompt/tool design, FastAPI, PostgreSQL, or geospatial data is a plus — not a requirement. We care more about how fast you learn than what you already know.

Why this role

• Ownership from day one. You won't be a cog. You'll own whole features and, soon, whole subsystems.
• Work at the AI frontier with real stakes. Not demos — production AI systems where accuracy, trust, and cost efficiency matter, used daily by professionals.
• Mill Valley. Build serious software ten minutes from the Marin Headlands, not in a downtown high‑rise.

Throckmorton Partners is an equal opportunity employer. We evaluate candidates on merit and do not discriminate on the basis of race, religion, color, national origin, sex, gender identity, sexual orientation, age, disability, veteran status, or any other protected characteristic.