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Rollosson · Plano, TX 75093

Applications & AI Engineer

Hybridfull time$105,841 – $127,464 / yearPosted 14 days ago
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Stack mentioned

webhooksoauthllmragtypescriptreactpythonpostgresqlazuregithubrest-apidata-scienceartificial-intelligencevector-databases

Rollosson is a technical consultancy partner for legal practices. We build the technology firms depend on — and build the software that doesn't exist off the shelf.

This role centers on one client: a multi-office business law firm with a substantial and growing software footprint. There's software already in production to own and extend, several AI projects in flight, a new client-facing portal to build, and a steady supply of problems nobody has scoped yet. Most of your time lives there; some of it won't.

You'd own the architecture across all of it — some yours to design, some inherited and in need of a plan, and a fair amount with no established pattern to copy.

Read this before you apply

Software already running. Systems in production that people depend on daily. You'd own them — extend, modernize, and decide what's worth rebuilding versus leaving alone. Not everything here is greenfield, and knowing the difference matters.

AI systems, several in flight. Retrieval over the firm's documents, drafting assistance, matter similarity search, agent workflows. Some exists and needs to get better; some hasn't been built. Most of it has no best practice to look up — we'd rather you prototype three approaches and measure them than ship the first one that works. That means evaluation sets, error analysis, and honesty about when a result is noise. In legal work, "mostly right" is a defect.

A client-facing portal. Clients on long-running matters mostly want to know where things stand. You'd build the thing that tells them — in front of the firm's case management system, authenticating outside users through its enterprise identity platform, leaving documents where they already live. Auth model, security posture, and interface are yours to design.

Integrations. Case and practice management, document management, billing, intake, and the portal all have to agree with each other. REST, webhooks, OAuth, scheduled sync, and the occasional vendor whose API was clearly an afterthought.

Whatever we haven't scoped yet. The part we're most serious about. A firm this size generates more solvable problems than anyone has had time to write down. Part of the job is finding them and making the case for fixing them. If you need a groomed backlog, this will be frustrating. If you've been the person who noticed the problem and then fixed it, this is the job.

Required

- Shipped and maintained a production web application end to end — auth, data model, front end, deploys, and whatever happened after it went live

- Worked inside code you didn't write and made it better without breaking it

- Integrated systems you didn't build — REST APIs, webhooks, OAuth, data sync

- Built something on an LLM API that real users touched, with error handling and a plan for when the model is wrong

- Solved problems that had no established approach — surveyed the options, built more than one, measured which won

- Comfortable owning architecture decisions and working directly with attorneys and administrators — there's no product manager in between

Helpful

- Legal, healthcare, financial services, or another regulated industry — where confidentiality was a design constraint, not a policy PDF

- Data science or AI/ML research background: evaluation sets, error analysis, fine-tuning, embedding models, retrieval methods

- RAG or agent frameworks running in production

- Microsoft 365 and Entra ID identity, guest access, conditional access

- Experience as the only engineer on something that mattered

Stack
Newer work leans TypeScript/React, Python, Node, and PostgreSQL on Azure, with Microsoft 365 and Entra ID for identity. On the AI side: LLM APIs, retrieval, embedding models, vector search, evaluation.

Existing systems vary — deciding what stays and what gets rebuilt is part of the job. We're not dogmatic about tools; we care that you can explain a choice, not that you already agree with ours.

Why this job is worth your time

- Range, not a ticket queue. Legacy systems to improve, AI to architect, new software to build, and open ground to define.

- Room to invent. Several of these problems have no known answer. You'd research, try things, measure them, and be wrong occasionally — with the mandate to do that properly. Most of the legal industry is still writing its AI policy; you'd be building the systems.

- A direct line. You'll work with Rollosson's technical leadership and the people using what you build. No product committee, no eight-week discovery phase.

- You set the standard. You'd be our engineer on this work. The patterns and the bar for what "done" means start with you.

Compensation and arrangement

Depending on experience. Full-time, or contract-to-hire if you'd rather test the fit first — we're happy to start with a paid, scoped project.

Hybrid, Dallas–Fort Worth. Some on-site time.

How to apply
Send a resume plus one of the following:

- A link to something you built that is live

- A GitHub profile with commits we can read

- A short note on the hardest integration or AI problem you've solved, and what broke

Applications with none of the three won't get far. One real thing beats five pages of skills.

Rollosson is an equal opportunity employer.

Pay: $105,841.10 - $127,464.55 per year

Benefits:

- 401(k)

- Flexible schedule

- Paid time off

Work Location: Hybrid remote in Plano, TX 75093

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