Work on consequential problems, alongside senior people.
DaVinci AI is a small, senior practice. We grow carefully and only when we find people who raise the bar.
The version of consulting we wanted to work in.
We’ve all worked at firms where scope mattered more than craft, where the slide deck mattered more than the system, where staffing economics shaped the work. DaVinci AI is the firm we wanted to work in.
- 01
You will own real work, end to end.
No pyramid staffing. You’ll scope, build, ship and operate, with the autonomy and accountability that implies.
- 02
You will work with senior people.
Every engagement is led by practitioners who’ve done the work for a decade. You’ll learn from them and ship next to them.
- 03
You will say no.
We turn down engagements that aren’t set up to succeed. We’d rather walk away than ship work we won’t stand behind.
- 04
You will be expected to write.
Clear writing is the closest thing to a superpower in this profession. We invest in it, internally and publicly.
Roles we’re hiring for.
We’re a small firm and we hire slowly. If you don’t see your role listed but think you’d be a fit, send us a note anyway.
Senior Data Engineer
You’ve architected modern data platforms in production for several years. You think in contracts and SLAs, not scripts.
OpenApplySenior Machine Learning Engineer
You’ve shipped models that other people depend on. You care about evaluation, monitoring and explainability as much as accuracy.
OpenApplyAnalytics Engineer
You’re fluent in dbt, SQL and modern BI. You believe metric definitions belong in version control and that adoption is part of the deliverable.
OpenApplyApplied AI Engineer
You’ve built LLM workflows beyond chatbots. You understand retrieval, evaluation and human-in-the-loop design.
PipelineGet in touch
A short, direct process.
- 01
Email us
Send a short note and your resume or a link to your work, no cover letter required. careers@davinciai.dev
- 02
A conversation
Forty-five minutes with two of us. We’ll talk about the work you’re proud of and the work you’re tired of.
- 03
A working session
Two hours, paid. We’ll work on a representative problem together so we both get a real signal, no abstract puzzles.
- 04
Decision
Within a week. We don’t leave candidates waiting.
The unglamorous things that actually matter.
Compensation is competitive and transparent. The things below are what we’ve found make the difference between a job and a career.
Compensation
- Senior-market base + performance bonus
- Equity participation for senior roles
- Transparent pay bands within levels
- Annual review tied to scoped goals
Time & flexibility
- Distributed-first, with deliberate in-person time
- Generous PTO with a minimum we enforce
- No expectation of weekend or after-hours work
- Sabbatical after sustained tenure
Learning & development
- Annual learning stipend
- Conference and training budget
- Internal practice library and review
- Mentoring inside and across disciplines
Health & benefits
- Comprehensive medical, dental and vision
- Mental-health and wellbeing support
- Retirement plan with company match
- Parental leave for all parents
Tools & environment
- You pick the machine and the operating system
- Reasonable budget for home office
- Subscriptions to the tools you actually use
- Engineering-grade access to LLM tooling
Career development
- Clear levels and progression criteria
- Quarterly career conversations
- Cross-discipline rotations encouraged
- Speaking and writing support
What a week tends to look like.
No two weeks are identical, engagements vary widely. But the rhythm below is the closest thing to a representative week for a senior practitioner here.
- Mon
Engagement working session
Half-day working session with the client team. Whiteboarding, design review, prioritization for the week. The rest of the day is engagement work, building, modeling, reviewing. - Tue
Focus day
A deliberately protected day for deep work. No internal meetings unless something is on fire. Most production-quality work gets done on focus days. - Wed
Cross-engagement craft session
A weekly internal session where practitioners across engagements share patterns, problems and prototypes. Where our internal practice library actually grows. - Thu
Stakeholder review
A working review with engagement stakeholders, what shipped, what’s next, what trade-offs are on the table. We deliberately keep these short and decision-oriented. - Fri
Documentation, writing, prep
Friday afternoons are for writing, documentation, the next blog post, a memo to leadership, the design doc for next week. The discipline that compounds.
Questions we hear, answered honestly.
Are these positions remote?
Do you sponsor visas?
What does the working session look like?
How junior is “junior”?
How long does the process take?
Get to know the practice.
How we work
A short tour of the operating principles, the disciplines and the people behind the firm.
ExploreHow we think
Practice notes and reference architectures drawn from the engagements themselves.
ExploreWhat we do
The disciplines our practitioners ship every day, analytics, ML, applied AI, data engineering.
ExploreHave a problem worth solving?
Whether you’re scoping a new initiative, modernizing analytics, or evaluating where AI actually fits, we’d be glad to talk.