Quick overview
Job description
Role: Senior Software Engineer (Agentic AI) (Senior / Lead)
Location: Hartford, CT / Minneapolis MN - (Hybrid)
Duration: 12+ Month Contract
Key Skills: Python, SQL, Agentic AI, MCP, Preffered Google Cloud Platform, or AWS, Modular Design, API versioning, RESTFul API, WebSocket, OAuth /Observability
Job Description:
- We're looking for engineers who can design and build production systems that combine strong software fundamentals with hands-on exposure to modern AI/ML tooling - specifically agentic AI workflows and Model Context Protocol (MCP) servers. You don't need to come from a pure AI/ML background; what matters is strong core engineering skills, sound architectural judgment, and the ability to pick up (or already know) how to integrate AI agents into real systems.
- This is a single posting covering both Senior and Lead levels - candidates with 4 7 years of experience are encouraged to apply.
Must-Have Skills
- Python - strong, production-grade proficiency (primary language)
- Databases - solid relational/SQL fundamentals; schema design, query optimization, data modeling
- Cloud platform - strong hands-on experience with at least one of: Google Cloud Platform (Google Cloud Platform)
- (preferred), or AWS (acceptable alternative)
- 4+ years of professional software engineering experience
Design & Architecture Thinking Required:
- Strong grounding in modular design - clear separation of concerns, well-bounded
- components/services, low coupling / high cohesion
- Ability to design systems that scale horizontally - statelessness where it matters, partitioning/sharding strategy, load distribution, avoiding single points of contention
- Working fluency in core design patterns and principles (e.g., SOLID, domain-driven boundaries, event-driven/async patterns, idempotency, caching strategies, API versioning) and knowing when to apply vs. avoid them
- Comfortable reasoning about tradeoffs: consistency vs. availability, latency vs. throughput, build vs. buy, synchronous vs. async workflows
- For Lead specifically: expected to drive these principles - set direction in design reviews, push back on designs that won't scale, and mentor others toward this way of thinking rather than just applying it.
API & Real-Time Integration Best Practices
- Strong grasp of RESTful API design - resource modeling, versioning, pagination, idempotency for retries, proper status codes/error contracts
- Practical experience with WebSocket-based real-time communication - connection lifecycle management, reconnection/backoff strategy, heartbeat/keep-alive handling, and graceful degradation when a socket drops
- Understands tradeoffs between REST, WebSockets, and event-driven/streaming integration patterns, and picks the right one for the use case
- Follows security best practices for integrations - authentication/authorization (OAuth2, token scoping), input validation, rate limiting, and safe handling of external payloads
- Designs integrations for observability and resilience - structured logging, timeouts, circuit breakers, and clear failure modes rather than silent drops
About Us WinningEdge:
Job Search can be a painful & frustrating process. We take time to understand candidate skill sets, and job search preferences and match them with our ideal clients. Our team has a combined experience of over 10 years and we have successfully placed hundreds of candidates.
Senior Software Engineer (Agentic AI)Connecticut,Minnesota
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