Machine Learning Engineer

Stefanini Group is hiring!

Stefanini is looking for Machine Learning Engineer, Dearborn, MI

For quick apply, please reach out to Navneet Pathak at /

We are seeking a Machine Learning Engineer to design, build, deploy, and scale complex machine learning and AI solutions. This role will focus on developing production-ready ML systems, scalable cloud infrastructure, machine learning pipelines, Knowledge Graph solutions, and GenAI/LLM applications. The ideal candidate will have strong software engineering skills in Python and Java, hands-on experience with Google Cloud Platform and Vertex AI, and experience working with AI/ML, data pipelines, graph technologies, and MLOps.

ResponsibilitiesDesign and develop innovative machine learning models and software algorithms to solve complex business problems. Build, maintain, and optimize scalable ML pipelines, architecture, and infrastructure. Train, retrain, deploy, and manage ML models in production environments. Automate ML model deployment and training using CI/CD/CT and MLOps practices. Develop solutions involving computer vision, object detection, classification, tracking, and other ML applications. Build and deploy Knowledge Graph solutions using cloud-native data pipelines.

Design and maintain graph entities, relationships, and data models. Develop and operate MCP services that expose graph and event-store data to AI agents. Build LLM and agent-based solutions using tools such as RAG, grounding, and enterprise AI APIs. Develop monitoring, observability, dashboards, alerting, and tracing for AI/data systems. Partner with data engineers and application teams to onboard and validate enterprise data. Establish data contracts, schema validation, quality checks, governance, and data lineage.

Experience Required7+ years of IT experience, 3+ years of software development experience.2+ years of AI and Graph Engineering experience. Strong Python and Java development skills. Experience with Google Cloud Platform and cloud-native AI/data platforms. Hands-on experience with Vertex AI and BigQuery. Experience with Dataflow/Apache Beam, Pub/Sub, Cloud Run/GKE, and Cloud Storage. Experience with graph data modeling and querying, including GQL, Neo4j, Spanner Graph, or similar technologies. Experience building LLM/AI agent systems, RAG, grounding, and model integrations.

Familiarity with MCP or similar agent tool protocols. Experience with MLOps, CI/CD, and production deployments. Experience with Cloud Monitoring/Logging, OpenTelemetry, SLOs, dashboards, and alerting. Experience with Terraform, IAM, security, and secrets management. Ability to work with data producers to model and validate enterprise data.

Experience PreferredDataplex or Data Catalog. Streaming/CDC and event-driven architectures. Event-sourced data modeling. User-facing applications and dashboards using Knowledge Graph data. Experience with product development, manufacturing, quality, or supply-chain data. Data quality frameworks and schema evolution. Blue-green or zero-downtime deployments.

Education RequiredBachelor's Degree

About Stefanini Group

The Stefanini Group is a global provider of offshore, onshore and near shore outsourcing, IT digital consulting, systems integration, application, and strategic staffing services to Fortune 1000 enterprises around the world. Our presence is in countries like the Americas, Europe, Africa, and Asia, and more than four hundred clients across a broad spectrum of markets, including financial services, manufacturing, telecommunications, chemical services, technology, public sector, and utilities. Stefanini is a CMM level 5, IT consulting company with a global presence. We are a CMM Level 5 company.

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