
Senior AI Engineer
Role summary
Orion is seeking a Senior AI Engineer to deploy large language models (LLMs) and generative AI into production for financial advisory infrastructure. This hands-on, product-facing role involves integrating AI into scalable systems and customer experiences, working closely with product and engineering teams. Responsibilities include designing and building RAG systems, applying prompt engineering and fine-tuning techniques, developing APIs, and evaluating model performance. The ideal candidate has 5+ years of software engineering experience, with at least 2 years in applied ML/AI, and deep knowledge of LLMs, RAG architecture, and vector databases.
Senior AI Engineer – Applied LLMs/ Generative AI
At Orion, we’re building the intelligent infrastructure that powers modern financial advisory. As part of our mission to unify planning, investing, and client engagement, we’re looking for a
Senior AI Engineer
to rapidly deploy cutting-edge large language models (LLMs) and generative AI into production, powering scalable systems and customer experiences.
This is a hands-on, product-facing role focused on shipping working AI features. You’ll work closely with product managers, designers, and engineers to build systems that directly impact thousands of advisors and millions of investor accounts.
Technical Skills
- Proven experience working with large language models (e.g. OpenAI GPT, Claude, LLaMa)
- Familiarity with embedding models, understanding tokenization, prompt engineering and fine-tuning (e.g., LoRA).
- Practical experience with at least 1 vector database:
- Pinecone, Weaviate, FAISS
- Strong proficiency with orchestration tools like LangChain, Haystack or LlamaIndex for building RAG systems
- Ability to design and implement retrieval-augmented generation (RAG) systems.
- Experience in data preprocessing, chunking and vectorization pipelines
Responsibilities
- Integrate LLMs and generative AI into advisor facing products and workflows
- Design and build RAG systems using internal and external data sources
- Apply techniques like prompt engineering, fine-tuning (e.g. LoRA), and custom embeddings to optimize domain-specific performance
- Evaluate and productionize open-source and proprietary models (GPT-4, Claude, LLaMA, Mistral, etc.)
- Develop APIs and services to deliver AI- powered features at scale
- Collaborate across product and engineering teams to deliver rapidly and reliably
- Continuously measure AI feature quality: accuracy, latency, and user impact
What We’re Looking For
- 5+ years in software engineering, with 2+ years in applied ML or AI
- Deep understanding of LLMs, embeddings, RAG architecture, and vector search
- Strong grasp of prompt design, fine-tuning strategies, and model evaluation
- Proficiency with tools such as:
- LangChain, LlamaIndex, Pinecone, Weaviate
- OpenAI, Hugging Face, FastAPI, Docker
- Strong engineering discipline and communication skills, especially in cross-functional settings
Tech Stack
- AI/LLM: OpenAI, Claude, LLaMA, Mistral, Hugging Face Transformers
- RAG/Embeddings: LangChain, LlamaIndex, Pinecone
- Backend: Javascript, .Net, Java
- Infra: AWS, GitHub Actions, optional Kubernetes
Nice to Haves
- Experience with agent-like systems or intelligent workflows
- Background in NLP, recommendations, or personalization
- Worked in fast-paced startups or product-led teams
Why Join Orion
- Build high-impact AI features that ship fast and reach real users
- Help define how LLMs and AI shape the future of financial advice
- Work in a supportive, fast-moving, remote-first culture
- Access the latest tools and models in applied AI
- Join a company with scale and vision — supporting $3.8T+ in assets and 5M+ accounts across 2,400+ advisory firms
Recommended Skills
Salary Range:
$140,935.00 - $226,905.00
The pay listed in this posting indicates the estimated pay at the time of this posting; however, may vary depending on geographic location, job-related knowledge, skills, and experience. In addition, Orion offers a competitive benefits package which includes health, dental, vision, and disability coverage on day one, 401(k) plan with employer match, paid parental leave, pet benefits including pawternity leave and pet insurance, student loan repayment and more.
About Us
At Orion, we achieve our best work when we support one another, staying personally accountable to each other and the clients we serve. We create a welcoming environment where everyone is respected, valued, and heard. Our commitment to
create raving
fans
ensures we consistently exceed client expectations. Thinking differently is in our DNA—we
innovate always
, push boundaries, and reject the status quo to deliver transformative outcomes. Together, we
support one another
and
see it through
to success, driving our collective achievements and those of our clients.
Similar roles
Senior AI EngineerData Capital Incorporation · United States · Remote
Senior AI EngineerRealPage, Inc. · Richardson, Texas, United States · Onsite
AI EngineerFetchJobs.co · Richmond, Virginia, United States · Remote
Distinguished AI EngineerCapital One · Mclean, Virginia, United States · Onsite- AI EngineerHaystack · United States · Hybrid