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Lead Software Engineer

Advita Ortho
Gainesville, USA
Full-time
Senior · 5+ years experience
Onsite
Discovered 1 months ago
PythonNode.jsTypeScriptAzureAzure AI Foundry

Full Job Posting

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.
  • Judgment about when a large language model is the right solution and when it is not.
  • Cost consciousness — weighing model, token, and infrastructure cost as part of the design, and keeping it under control once a solution is running.
  • Written and verbal communication skills – ability to present potential solutions, pros and cons to senior stakeholders.
  • Collaborative mindset with ability to work directly with stakeholders across the business.
  • Able to run several efforts at once without dropping quality.
  • Project management: scoping, sequencing, estimating, and reporting progress against commitments.

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