Languages Robust Python asyncawait typing FastAPI or similar working proficiency in TypeScript
Agentic AI Practical experience with LangChainLangGraph or comparable agent frameworks toolcalling ReActstyle agents memorycheckpointing multitool orchestration and error handling
MCP Model Context Protocol Experience building or consuming MCP serverstools to bridge LLMs with real data sources
LLM platforms Experience with at least one hosted LLM provider AWS Bedrock Azure OpenAI OpenAI API etc including prompt design systemprompttoolselection tuning and costlatency tradeoffs
APIs backend REST API design authentication OAuth2OIDCJWT requestscoped resource loading structured logging eg Serilogstructlog and defensive error handling in multistepasync pipelines
Frontend integration React or Angular componentlevel data fetchingcaching TanStack Query or equivalent state management and debugging UIcachestaleness issues
Data platforms Exposure to distributed query engines TrinoStarburst or equivalent enterprise reportingdatawarehouse APIs
DevOps Docker CICD pipeline authoring GitHub Actions andor Azure DevOps Pipelines cloud deployment AWS preferred Lambda ECS IAM API Gateway environmentconfigsecrets management monitoring ing
Testing xUnitpytestJest or equivalents with meaningful coverage of both backend and agenttool logic
Debugging discipline Demonstrated ability to systematically trace an issue endtoend UI API agent tool data source rather than guessing and to say clearly when a requested feature has no underlying data source rather than fabricating one
Nice to Have
Experience with microfrontend architectures SingleSPA Module Federation
Experience with NET 8 ASPNET Corebased BFF services
Infrastructureascode Terraform experience
Familiarity with financialinvestmentreporting domains positions trades contracts principalcash flows a plus but not required