Senior Software Engineer - Agentic AI - Python Expert
Socket.dev
We are hiring senior engineers who build fast, think AI-first, and can take agentic AI from prototype to production. You will design, ship, and operate agentic systems that combine large language models (LLMs), tools/functions, planning, memory, evaluation, and multi-agent communication. You will work primarily in Python for AI services and integrate with our enterprise stack (TypeScript/Angular, .NET/C#, SQL Server, Azure), delivering trustworthy, cost-efficient, low-latency experiences in real customer workflows.
What You'll Do!
- Build agentic AI applications on Azure AI Foundry: Azure OpenAI models, Prompt Flow, tools/function-calling, evaluations, vector search (Azure AI/Cognitive Search), and orchestration for multi-step reasoning and tool use.
- Design memory & grounding: implement episodic/semantic/long-term memory with vector/graph stores; architect RAG pipelines and retrieval strategies that improve factuality and reduce latency/cost.
- Integrate via Model Context Protocol (MCP) to standardize tool/skill access; design agent-to-agent communication, delegation, and event-driven workflows.
- Connect agents to Microsoft Fabric (OneLake, Lakehouse, Warehouse, Real-Time Analytics) and Dataverse entities/workflows; ensure lineage, governance, and auditability.
- Develop AI-native backend services in Python (FastAPI, asyncio) with evaluation harnesses, observability, and cost/latency/quality dashboards.
- Embed AI features into the Speria stack: TypeScript/Angular UIs, .NET/C# services, SQL Server, NServiceBus, Azure DevOps pipelines, and Ionic/Cypress where applicable.
- Use AI-augmented development tools like GitHub Copilot, Bolt, Cursor, Replit, and vibe-coding workflows to accelerate delivery, test generation, refactoring, and documentation.
- Implement safety & reliability: guardrails, red-teaming, PII protection, prompt hardening, regression tests, automated evaluations; uphold SLO/SLA excellence in production.
- Implement full cycle agentic engineering: design → model/tool selection → API & UI → deployment → monitoring → continuous improvement.
What You Bring!
Core AI & Agentic Expertise
- Proven experience building LLM-powered applications with Azure OpenAI, embeddings, vector stores, RAG, prompt engineering, and evaluation pipelines.
- Hands-on with agent frameworks such as Semantic Kernel, LangGraph, LangChain Agents, AutoGen, or CrewAI.
- Ability to design deterministic, evaluatable, and safe agent behaviors including function schemas, tool success metrics, fallback strategies.
- Practical use of Prompt Flow for authoring, testing, and deploying multi-step AI workflows in Azure AI Foundry.
MCP, Memory & Agentic Communication
- Experience building and consuming MCP services to standardize tool access across agents.
- Implemented memory architectures (episodic, semantic, vector, graph) and long-running conversational context.
- Designed agent-to-agent communication patterns (messaging, orchestration, delegation, arbitration).
Microsoft Data & App Platform
- Integration with Microsoft Fabric, SQL Server, Supabase, Databricks (OneLake/Lakehouse/Warehouse/Real-Time) for grounding data, retrieval, and telemetry.
- Working knowledge of Dataverse entities, actions, and triggers; connecting agents to line-of-business records and Power Platform workflows.
- Databricks for ELT, Delta Lake pipelines, feature engineering, ML training/serving, MLflow tracking and model lifecycle.
- Azure IoT Hub/IoT Edge pipelines to incorporate device telemetry and edge-to-cloud intelligence into agentic workflows.
- Azure services: App Service/Functions/AKS, Key Vault, Storage, Event Hubs/Service Bus, Monitor/Application Insights.
Python & Backend Engineering
- Production-grade Python (FastAPI, asyncio, type hints), Postgres/SQL, Redis, queues, OpenTelemetry, CI/CD, and containerization.
- Strong API design, testing (unit/integration/property-based), performance tuning, and reliability engineering.
Front-End & Speria Enterprise Stack
- Experience in TypeScript/Angular for operator consoles and human-in-the-loop oversight.
- Ability to integrate with .NET/C#, SQL Server, NServiceBus and Azure DevOps in our enterprise environment.
AI-Native Dev Workflow & Culture
- Daily use of GitHub Copilot, Bolt, Cursor, Replit, and vibe-coding to speed delivery and raise quality.
- Mentor teams in prompting, agent behavior design, context management, evaluation, and AI-assisted engineering practices.
- Seasoned aptitude for action, tight feedback loops, crisp written communication, and ownership mindset.
Success Looks Like (Outcomes)
- Quality & reliability: rising agent tool-use success rate; falling hallucination/retry rates; low incident volume; fast MTTR.
- Performance & cost: P50/P95 latency and token-cost budgets met; measurable efficiency gains across services.
- Adoption & impact: shipped features used by real users; clear business KPIs improved via automation/intelligence.
- Engineering excellence: high test coverage, stable CI/CD, observable systems, and healthy on-call posture.
Tooling & Stack Summary
- AI & Agentic: Azure AI Foundry (Azure OpenAI, Prompt Flow, evaluations), MCP, Semantic Kernel, LangGraph, LangChain, AutoGen, CrewAI, HuggingFace embeddings, vector DBs, Azure AI/Cognitive Search, RAG, memory architectures.
- Data & Integration: Databricks (ELT, ML, Delta Lake, MLflow), Microsoft Fabric (OneLake/Lakehouse/Warehouse/Real-Time), Dataverse, Event Hubs/Service Bus.
- IoT: Azure IoT Hub, IoT Edge, stream ingestion & device telemetry flows.
- Services: Python (FastAPI, asyncio), .NET/C#, REST/gRPC, containers, CI/CD with Azure DevOps.
- Frontend: TypeScript/Angular, Ionic; E2E testing with Cypress.
- AI-Native Dev Tools: GitHub Copilot, Bolt, Cursor, Replit, vibe-coding workflows.
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