Asks for

The ad says“You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.”
The ad says“You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.”
The ad says“You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.”
The ad says“You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.”
The ad says“You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.”

✨ Overview

Tetrix is a fast-growing startup on a mission to empower institutional investors to confidently invest in alternative markets (think Bloomberg, but for private markets). Our AI-native product transforms messy, unstructured private market data into real-time insights, combining automated document retrieval, AI-powered data extraction, and on-demand portfolio analytics - all in one seamless platform. We are growing quickly to becoming a category-defining product, and are working with some of the world's leading capital allocators. This is a unique opportunity to join a talented and driven team that wants to build next-generation infrastructure in financial markets, and is backed by stellar investors that include Innovation Endeavors, White Star and angels from Goldman Sachs, BlackRock, CPPIB, SoftBank, Lending Club, and Plaid.

🤷🏽️ Who we are

We are a small but mighty startup with deep industry background and expertise in both financial markets and modern technologies. We’ve worked hard to build a culture of trust, high ownership, and curiosity - where everyone feels empowered to contribute, challenge ideas, and grow together. We are led by our two co-founders, Olivier (CEO) & Naunidh (CTO), who met on the first day of school whilst pursuing their MBAs at Stanford and co-founded Tetrix in the Summer of 23.

🤞🏽 Who you are

You’re proactive and hands-on – someone who takes initiative, figures things out, and keeps things moving.
You learn and adapt quickly – someone who approaches problems with creativity and energy, and is resourceful, adaptable and excited by tough challenges.
You’re customer-oriented – whether building AI web scraping agents, data extraction pipelines, or AI chat features, you keep customers front of mind and focus on delivering accurate, auditable insights that save thousands of hours while creating delightful and efficient experiences.
You’re collaborative – someone who values transparency, good communication, and knows that the best outcomes come from working well with others.
You’re experienced and thoughtful – you’re a strong AI/ML engineer with 15+ years of engineering experience with recent focus on building production-grade AI systems, particularly around LLMs, agents, evals, or data extraction/normalization pipelines. Strong Python skills are required. Experience shipping reliable ML features to real users (especially in data-heavy or fintech environments) is highly valued. Bonus points if you’ve contributed to open source.

💻 What you’ll do

You’ll build and own core AI/ML systems — designing and improving agentic AI workflows for automated document retrieval from dozens of private portals, our proprietary extraction and normalization engine that processes complex PDFs/Excels/reports, intelligent validation with full audit trails, and pipelines that turn unstructured private market data into accurate, structured, real-time insights using various techniques, including feedback loops or data gathering agents.
You’ll brainstorm – We’re not looking for someone to just take tickets—we want you in the room helping shape AI strategy, model choices, evaluation frameworks, and product direction.
You’ll work with clients – From pitching customers, to designing features, to soliciting feedback, you’ll do some non-engineering work. We believe in all-rounded team members.
You’ll champion best practices and guide others – As a B2B SaaS platform, our technology needs to be secure, robust and scalable. You’ll help set and maintain standards and mentor future team members.

🙌🏾 Why join us

You’ll have real impact - We are at an inflection point - your work will directly shape our product, team, and company trajectory.
You’ll be supported - We’re committed to helping you do your best work and grow both professionally and personally.
You’ll be rewarded - Competitive salary, meaningful equity, and benefits including unlimited vacation, healthcare, and retirement plans.
You’ll grow fast - We move quickly, think deeply, and believe in learning through doing. You’ll be surrounded by smart, driven, kind people.

🫶🏽 One more thing

If this role sounds exciting but you’re second-guessing whether you’re “qualified” enough—please apply. Great talent doesn’t always fit neatly into a checklist, and we know that underrepresented folks often underestimate their fit. We care more about the ideas you bring, your ability to learn, and your enthusiasm for the work than about whether your resume matches every bullet point. The company we’re building will shape how financial systems work for years to come. That’s why we’re committed to building a team with diverse voices, perspectives, and lived experiences. Diversity isn’t a nice-to-have—it’s a must-have. And we’d love to have you be part of that.