Job Description
We’re building deeply integrated LLMs into a real product used daily by restoration companies running thousands of jobs. This is not a “prompt engineer” role. You’ll design train and ship domain-specific language models that automate real workflows and move real revenue.
You will:
- Own end‑to‑end LLM systems: architecture training evals and iteration
- Fine‑tune and extend existing models (LoRA instruction tuning RLHF)
- Build and maintain data pipelines from product databases documents APIs and logs
- Ship reliable monitored production models with clear guardrails
- Collaborate closely with product and engineering to turn messy real‑world problems into working systems
- Build and coordinate the AI engineering team
- Use Claude Code as a core tool for development refactors tests and experiments
This is for you if:
- “How does this actually work under the hood?” is your default question
- You’re fine sitting with a hard problem for days and reading papers on weekends to figure it out
- If there’s something interesting to learn or solve it doesn’t matter if it’s Saturday or 1 a.m. you’re in
- You build side projects nobody asked for and write cleaner code than anyone requires
- You’re quietly competitive self‑taught in at least one major skill and think in systems
- You’re slightly allergic to meetings without a clear purpose or owner
Requirements
- 5+ years of real world experience in ML / AI engineering
- Proven experience training or substantially contributing to training LLMs (not just calling APIs)
- Deep understanding of transformers attention and training dynamics
- Strong Python plus PyTorch or JAX
- Experience with large‑scale data pipelines and experiment tracking
- Hands‑on fine‑tuning (LoRA instruction / SFT RLHF or similar)
- Comfortable using Claude Code as part of your daily workflow
- Able to explain complex systems simply to non‑technical stakeholders and go deep with experts
- Track record of owning projects end‑to‑end and mentoring other engineers
Nice to have:
- Distributed training (FSDP DeepSpeed Megatron etc.)
- Inference optimization (quantization speculative decoding vLLM Triton)
- Experience shipping LLM features in production SaaS
- Open‑source contributions or published work or patents in ML / NLP
- Microsoft Foundry experience
Benefits
- Competitive salary (based on experience and location)
- Generous PTO
- Medical dental and vision coverage
- 401(k) plan
- High ownership and autonomy over your work
- Direct collaboration with a small team of smart kind motivated engineers
- An environment that values deep work clear thinking and real impact
- Regular team events and off‑sites
- Equipment and learning budget to help you do your best work and keep up with the frontier
What We Do
At Albi we’re a mission-driven organization passionate about empowering the unsung heroes of the restoration industry. Restorers work tirelessly to rebuild homes businesses and communities after disasters — they deserve tools that help them unlock their full potential. Our core values drive everything we do: we go the extra mile embrace challenges and lead with bold empathy knowing that by supporting restorers we help them create lasting legacy value for themselves and their teams. Technology is the key to unlocking growth and at Albi we’ve built a platform that transforms the way restoration professionals manage their businesses. With streamlined job management CRM and business operations all in one place we help restorers focus on what matters most: delivering excellence to their clients and driving meaningful sustainable growth. Join us in pushing the restoration industry forward fueled by passion innovation and a deep commitment to helping restorers succeed. At Albi we believe that when restorers thrive their communities do too — and we’re proud to be part of that mission.
Why Work With Us
We’re driven by purpose fueled by high energy and backed by venture funding. We focus on collaboration growth and built on diversity and equal opportunity. We’re unapologetically ambitious and make sure that everyone has the support they need to succeed. Your journey is your own and we’re here to help you thrive no matter your starting point.
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Date Posted
04/29/2026
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