Sr. AI Engineer (ATL or MSP)

Job Purpose and Impact

• Come build the AI platform that engineers across Cargill will use every dayshipping low-code and pro-code AI agents that turn real problems into real outcomes. At Cargill youre not optimizing vanity metrics; youre helping a global company that puts food on tables around the world deliver better faster safer decisions at massive scale. Were looking for engineers with integrity (do the right thing when no ones watching) hunger to learn (stay curious test iterate) and a builder mindset (prototype harden scale). Youll do well here if you move work forward even with dependencies communicate clearly and ship value in incrementsbuilding strong relationships while finding practical paths around blockers.

Key Accountabilities

• AGENTIC APPLICATION DEVELOPMENT: Designs and builds production-grade AI agents and services using strong Python (typing packaging async/concurrency) with high-quality unit integration and contract tests.

• CI/CD & QUALITY REGRESSION: Leads build/test/release automation including automated evaluation gates container builds artifact versioning environment promotion and safe rollout practices to keep main deployable.

• LLM INTEGRATION: Implements multi-model routing fallbacks and cost/latency trade-offs through the LLM gateway ensuring deterministic behaviors where possible.

• RETRIEVAL & RAG ARCHITECTURE: Designs retrieval strategies (chunking embedding strategy metadata filtering) leveraging vectors to support scalable multi-tenant use cases.

• OBSERVABILITY & OPERATIONS: Applies telemetry-first practices (logs/metrics/traces) leads trace-first debugging and supports on-call readiness with clear runbooks and postmortems aligned to Operational Excellence.

• PLATFORM COLLABORATION: Designs API/interface contracts semantic versioning and contribution frameworks to enable multiple teams to build safely on the shared AI platform.

• SECURITY & RESPONSIBLE AI: Incorporates secure-by-default practices including secrets management least privilege access safe logging and protections against prompt injection tool abuse and data leakage.

Qualifications

• Minimum requirement of 4 years of relevant work experience. Typically reflects 5 years or more of relevant experience.

Preferred Experience:

• Experience integrating LangSmith evaluation into CI and production monitoring.
• Familiarity with MCP tool interface patterns and building reusable secure tool wrappers.
• Experience implementing semantic caching and performance optimization techniques for AI workloads.
• Exposure to AWS infrastructure patterns including IAM KMS private networking and secure service-to-service communication.
• Experience governing shared repositories.

#HiPo

Short Description

Minnesota Sick and Safe Leave accruals of one hour for every 30 worked up to 48 hours per calendar year unless otherwise provided by law.

The expected salary for this position is $105000- $178000. Compensation varies depending on a wide array of factors including but not limited to the specific location certifications education and level of experience. The disclosed range estimate may be adjusted for any applicable geographic differential associated with the location at which the position may be filled. This position is eligible for a discretionary incentive award. The incentive award amount is dependent upon company performance and your personal performance. At Cargill we put people first. As part of your overall rewards we offer a comprehensive benefit program including medical and/or other benefits dependent on the position offered and hours worked. Visit: to learn more (subject to certain collective bargaining agreements for Union positions).