Evergreen: AI Platform & Data EngineerAd Hoc LLC • Columbia, South Carolina, United States
Evergreen: AI Platform & Data Engineer
Ad Hoc LLC
- Columbia, South Carolina, United States
- Columbia, South Carolina, United States
Über
Design, build, and operationalize a scalable AI/ML infrastructure to support multi-agent AI systems. Implement the Model Control Plane (MCP) for model lifecycle management. Provide reusable AI services and data foundations. Researching and integrating AI agent frameworks (e.g., LangChain). Designing the MCP for model registry and lineage tracking. Developing shared foundational services like a managed vector database (for RAG) and distributed caching. Integrating Human-in-the-Loop (HITL) workflows for safe agent operation. Strong influential skills to propose and evaluate multiple approaches to technical and process problems Serves as a mentor to individuals within the team May leads small, less critical, or temporary team structures and projects Presents design documents, system diagrams, etc. to clients, stakeholders, partners, and other engineers Fully understands and consistently implements data engineering best practices Generates data architecture recommendations and demonstrates the ability to implement them Diagnoses and effectively resolves issues with the systems they own, using incidents to inform educational opportunities and system improvements Actively mentors and assists more junior engineers in the development of their skills Effectively communicates technical issues and developments with team members and clients Participates in technical interviews with new candidates Basic Qualifications:
Bachelor's degree and 7+ years of experience
Relevant years of experience may be substituted for education
Demonstrates expert-level knowledge in at least one family of data ingestion systems, cloud database services, and visualization software Expertise in key data concepts including constructing databases, processing big data, improving data accuracy, etc. Preferred Qualifications:
Strong experience with data engineer in the cloud. Expertise in AI/ML workflows, model deployment, and observability (latency, throughput). Ability to design for data privacy and implement technical AI guardrails. Python (primary language), SQL, Spark/Databricks (for large-scale data processing), Kubernetes/ECS, OpenAPI (for API documentation), experience with vector databases and feature stores.
To learn more about working at Ad Hoc, please visit:https://adhocteam.us/join Ad Hoc LLC is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, national origin, ancestry, sex, sexual orientation, gender identity or expression, religion, age, pregnancy, disability, work-related injury, covered veteran status, political ideology, marital status, or any other factor that the law protects from employment discrimination.
Sprachkenntnisse
- English
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