Senior AI Solutions Developer
New
S
SourcefitArtificial Intelligence
Work from home, Monday to Friday | 9 AM to 6 PMFull-TimeSenior
Salary not disclosed
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Job Details
- Experience
- 4+ years professional software engineering/development, with 2+ years focused on production AI/ML or LLM integration
- Required Skills
- AWSPythonMachine LearningFastAPIRESTful APIsLLM
Requirements
- Bachelor’s degree in computer science, Engineering, or a related field
- 4+ years professional software engineering/development
- 2+ years focused on production AI/ML or LLM integration
- Deep Python fluency and backend frameworks (FastAPI)
- Hands-on LLM API experience: Anthropic Claude, OpenAI GPT-4, or equivalent
- Solid RAG implementation: chunking strategies, vector stores, embedding models, retrieval validation
- Document intelligence (OCR pipelines, PDF extraction)
- AWS services: Lambda, S3, Bedrock, SageMaker or equivalent
- OWASP LLM Top 10 (2025) compliance
- STRIDE threat modeling for AI systems
Responsibilities
- Lead AI Solutions pre-implementation review: model selection, cost benchmarking, hosting strategy, prototype trade-offs documented before any build begins
- Architect and implement LLM pipelines: prompt engineering, RAG, structured output, tool use, multi-agent flows
- Design and build REST APIs and data pipelines connecting AI components to Knit and client systems
- Own repo-level AI configuration, shared prompt libraries, agent configs
- Conduct code reviews with written feedback; mentor Junior developers; set and document best practices
- Lead OWASP LLM Top 10 (2025) red-team testing on every project before production release
- Ensure STRIDE threat model is complete for every new AI system
- Evaluate the effectiveness of AI solutions, continuously refining and optimizing them to ensure optimal performance
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