We're re-imagining the mortgage application and origination processes around data and AI systems. We're hiring a Senior AI Engineer to join our Innovation team, working with cutting-edge generative AI technologies, to build LLM-powered products that meaningfully change how mortgages get done.
Requirements
- Work with cutting-edge generative AI technologies such as LLMs and collaborate with other highly talented AI and software engineers.
- Help build and improve AI-enabled products such as automated document processing, auto condition clearing, income calculation, call scoring, and virtual assistants.
- Design and own our AI eval infrastructure—golden datasets, automated regression suites, LLM-as-judge pipelines, and online quality metrics for our LLM-powered products.
- Lead model, harness, and training decisions across the AI stack—foundation model selection across vendors, agent frameworks and orchestration, custom fine-tuning (SFT, DPO, LoRA), and RAG/retrieval design.
- Design safety guardrails, hallucination mitigation, and PII handling appropriate to regulated mortgage workflows—because we believe in winning the right way.
- Design and execute end-to-end AI systems with attention to reliability, latency, cost, and observability in production.
- Take ideas from discovery to production solutions—thinking big, starting small, and scaling fast.
- Partner with business stakeholders and work effectively across business, creative, and engineering groups to solve problems and build a positive culture across teams.
- Provide guidance to the broader applied AI community within Red Ventures on the design and execution of AI projects, especially where you bring specific expertise.
- Further the Sage Engineering team’s technical capabilities by bringing novel methods from the field into Red Ventures through hands-on prototyping, software development, and teaching others—leaving the woodpile higher than you found it.
- Drive the development of junior team members through mentorship and coaching.
Benefits
- Health Insurance Coverage (medical, dental, and vision)
- Life Insurance
- Short and Long-Term Disability Insurance
- Flexible Spending Accounts
- Holiday Pay
- 401(k) with match
- Employee Assistance Program
- Paid Parental Bonding Benefit Program
- Flexible Paid Time Off (PTO)
