Reports to:
Product Manager - Exchange ProductAI Engineer — Internal Tools & Automation
The AI Engineering team acts as an internal catalyst. We identify where the business is slow, build tools to fix it, and move on. Our work spans Customer Success, Exchange Operations, Trading, and Custody — wherever there's friction worth eliminating.
This isn't a research role. We ship fast, measure impact, and iterate. You'll spend more time prototyping with LLMs and building agentic workflows than writing infrastructure, but you'll own what you build all the way to production.
What You'll Do
Partner with a business counterpart to identify and scope operational bottlenecks, then build the tools to fix them
Move autonomously across the organization: gather requirements, secure data access, and earn the trust of teams you're helping
Ship quickly using whatever fits: n8n, Make, Zapier, Lovable, or custom Python. Right tool for the right job.
Build and maintain production AI systems: RAG pipelines, conversational interfaces, workflow automation, internal agents
Run workshops and training sessions to help non-technical teams actually use what you build
Define metrics upfront, track them, and tell the story of what changed
What We're Looking For
We care more about what you've shipped than where you worked. Show us:
A portfolio of things you've built. Personal projects, side tools, public demos, anything you can point at. GitHub, a writeup, a Loom walkthrough, a live URL. All count.
Evidence you move fast with LLMs. You've run multiple coding agents in parallel and know how to coordinate between them. You have a feel for how capable frontier models actually are, and you match model intelligence to task complexity rather than defaulting to the biggest one every time.
Production instincts. You've dealt with the gap between "it works in the demo" and "it works at 3am when nobody's watching." Evals, error handling, observability. You've thought about this.
A process-driven mindset. You document how things work before someone asks you to. Your SOPs and checklists aren't overhead — they're how you stay sharp and move fast without dropping things.
You've always had ideas. Now you can ship them. AI coding agents removed the bottleneck that used to sit between your thinking and working software. You don't wait for an engineer to build what you've already figured out.
Communication that closes the gap. You can translate what you built into terms that matter to the business partner who asked for it.
Formal experience: 2+ years in a role where you shipped tools that people actually used.
Nice to Haves
Experience with vector databases (Qdrant, Pinecone, pgvector)
Familiarity with SQL and relational databases so you can pull your own data
Docker / containerization basics
Any exposure to blockchain or trading concepts (we'll teach you what you need)
Bullish is proud to be an equal opportunity employer. We are fast evolving and striving towards being a globally-diverse community. With integrity at our core, our success is driven by a talented team of individuals and the different perspectives they are encouraged to bring to work every day.
Skills Required
- Portfolio of built tools, demos, or public projects (GitHub, writeups, walkthroughs)
- 2+ years formal experience shipping tools that people actually used
- Experience building and deploying production AI systems: RAG pipelines, conversational interfaces, internal agents
- Practical experience with LLMs and coordinating multiple coding/agent workflows
- Python proficiency for custom tooling and automation
- Production instincts: evals, error handling, observability, and reliability at scale
- Process-driven documentation habits: SOPs, checklists, and clear runbooks
- Strong communication skills to translate technical solutions to business stakeholders
- Familiarity with automation platforms (n8n, Make, Zapier, Lovable)
- Experience with vector databases (Qdrant, Pinecone, pgvector)
- Familiarity with SQL and relational databases
- Docker / containerization basics
- Exposure to blockchain or trading concepts
Bullish Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Bullish and has not been reviewed or approved by Bullish.
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Fair & Transparent Compensation — Job postings disclose clear base pay bands and incentives for senior roles, and feedback suggests these ranges are competitive for the sector. This visibility signals clarity for leadership-level candidates evaluating offers.
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Healthcare Strength — U.S. operations provide health and vision insurance through a major carrier, indicating solid core medical coverage. Feedback suggests the medical offering aligns with market expectations.
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Wellbeing & Lifestyle Benefits — Perks such as free daily meals, UberEats allowances on in-office days, stocked fridges, catered lunches, rooftop events, and a home‑office stipend support everyday wellbeing. The company also emphasizes a flexible working environment and regular team activities.
Bullish Insights
What We Do
Bullish is an institutionally focused global digital asset platform that provides market infrastructure and information services. Bullish services are regulated in the United States, European Union, United Kingdom, Hong Kong, and Gibraltar. These include: Bullish Exchange – a regulated and institutionally focused digital assets spot and derivatives exchange, integrating a high-performance central limit order book matching engine with automated market making to provide deep and predictable liquidity. CoinDesk Indices – a collection of tradable proprietary and single-asset benchmarks and indices that track the performance of digital assets for global institutions in the digital assets and traditional finance industries. CoinDesk Data - a broad suite of digital assets market data and analytics, providing real-time insights into prices, trends, and market dynamics. CoinDesk Insights – a digital asset media and events provider and operator of Coindesk.com, a digital media platform that covers news and insights about digital assets, the underlying markets, policy, and blockchain technology. For more information, please visit bullish.com and follow LinkedIn and X.
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