pinpoint
Lead Software Engineer
Advita Ortho
Gainesville, USA
Full-time
Senior · 5+ years experience
Onsite
Discovered 2 weeks ago
PythonNode.jsTypeScriptAzureAzure AI Foundry
Free
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PythonNode.jsTypeScript
Key Skills for This Role
PythonNode.jsTypeScriptAzureAzure AI Foundry
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Key Responsibilities
- Collaborate with functional teams across any area of the business to understand their requirements, define the problem to be solved, and co-develop the solution.
- Assess where a large language model is the right tool and where conventional software or a data solution serves the business better.
- Design and build retrieval-augmented generation (RAG) solutions, including embedding, vector search, and orchestration, and select the models and services behind them.
- Build evaluation and monitoring that gates each release and tracks quality and cost once solutions are in service.
- Design for auditability, working with quality and regulatory stakeholders so that solutions hold up under inspection.
- Build the integrations and data pipelines that these solutions depend upon, working against enterprise systems of record.
- Own cloud architecture, cost management, security, and access control on Azure.
- Partner with the enterprise applications team so that these solutions reach the people who need them.
Skills Knowledge and Expertise
- Bachelor's degree in Computer Science, Engineering, a quantitative field, or equivalent practical experience.
- 5+ years building and shipping production software.
- Experience delivering production applications built on large language models, including retrieval-augmented generation (RAG), prompt and context design, and evaluation.
- Experience integrating with enterprise systems of record and working with the data they hold.
- Experience building and deploying machine learning models on proprietary data. Preferred.
- Experience in a regulated industry such as medical device or life sciences. Preferred.
- Experience with document-heavy and unstructured data problems, including extraction, classification, and coding. Preferred.
- Python, Node.js, and TypeScript.
- Hands-on experience with vector databases and embedding models.
- Hands-on experience on Azure, including Azure AI Foundry, along with data services, compute, identity, and networking.
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