Senior Data Engineer, AI/ML Engineer (Agentic Job at WorkNovas LLC, Remote

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  • WorkNovas LLC
  • Remote

Job Description

Role: Senior Data Engineer, AI/ML Engineer (Agentic)

Location: Remote

Duration: 6+ Months

Scope of Work

  • Build agentic capabilities to improve operational efficiency in how third-party data is ingested and consumed by internal stakeholders
  • Manage data egress from Data 360 to destination systems, including Salesforce's main CRM, as directed by stakeholders

Required Skills & Qualifications

  • Strong experience in data engineering, ETL (preferably Informatica), and data architecture
  • Experience working with Salesforce platforms and data models
  • Hands-on experience with Airflow and MuleSoft
  • Strong SQL skills with Snowflake and other relational databases
  • Experience writing complex Python modules for custom ETL workflows
  • Expertise in building batch and real-time data pipelines
  • Experience with dbt for data transformation and modeling
  • Familiarity with AWS/GCP and distributed/event-driven architectures
  • Strong understanding of data modeling, data warehousing, and big data processing
  • Experience with data quality, monitoring, and pipeline orchestration frameworks
  • Strong Python experience for AI application development
  • Experience working with LLM APIs (OpenAI, Anthropic, Gemini) and prompt engineering beyond basic demos
  • Experience with agentic frameworks: LangChain, LangGraph, CrewAI, AutoGen, or similar
  • Familiarity with vector databases (Pinecone, Chroma, Milvus) and RAG pipelines
  • Systems thinking: ability to decompose complex goals into sub-tasks and manage agentic behavior

Preferred Skills

  • Experience with 3+ step workflow automation (e.g., autonomous research, DevOps automation, IT troubleshooting)
  • Proficiency in Model Context Protocol (MCP) integrations
  • Experience with multi-agent systems and multi-modal agents (processing images, documents)
  • Experience working on Salesforce Flows and Apex

Job Tags

Full time, Part time, Seasonal work, Remote work

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