Job Information
MSys Inc. Lead Agentic AI Data Engineer - Hybrid in Richmond, Virginia
Job summary:
Title:
Lead Agentic AI Data Engineer - Hybrid
Location:
Richmond, VA, United States
Length and terms:
Long term - W2 or C2C
Position created on 03/15/2025 05:51 pm
Job description:
* Long term Hybrid *
Description:
Agentic Data Engineer to design, develop, and deploy data pipelines that leverage agentic AI that solve real-world problems.
Responsibilities:
Guiding and mentoring AI engineers, helping them develop their skills and knowledge in the field.
Leading and managing AI projects, ensuring they stay on track, meet deadlines, and the findings are actionable and relevant.
Contributing to the creation and implementation of AI strategies that align with the organizations goals and objectives.
Designing and developing data pipelines for agentic systems, develop Robust data flows to handle complex interactions between AI agents and Data sources.
Ability to use advanced mathematical modeling, statistical analysis, and optimization techniques to gather and analyze data, identifying problems and developing solutions to improve efficiency in prompts.
Ability to train and fine tune large language models and Design and build the data architecture, including databases, data warehouses, and data lakes, to support various data engineering tasks.
Develop and manage Extract, Load, transform (ELT) processes to ensure data is accurately and efficiently moved from source systems to analytical platforms used in data science.
Implement data pipelines that facilitate feedback loops, allowing human input to improve system performance in human-in-the-loop systems.
Work with vector databases to store and retrieve embeddings efficiently.
Collaborate with data scientists and engineers to preprocess data, train models, and integrate AI into applications.
Optimize data storage and retrieval with high performance
Qualifications:
Strong Data engineering fundamentals
Utilize Big data frameworks like Spark/Databricks
Training LLMs with structed and unstructured data sets.
Understanding of Graph DB
Experience with Azure Blob Storage, Azure Data Lakes, Azure Databricks
Experience implementing Azure Machine Learning, Azure Computer Vision, Azure Video Indexer, Azure OpenAI models, Azure Media Services, Azure AI Search
Determine effective data partitioning criteria
Utilize data storage system spark to implement partition schemes
Understanding core machine learning concepts and algorithms
Familiarity with Cloud computing skills
Strong programming skills in Python and experience with AI/ML frameworks.
Proficiency in vector databases and embedding models for retrieval tasks.
Expertise in integrating with AI agent frameworks.
Experience with cloud AI services (Azure AI).
Experience with GIS spatial data
Strong leadership, excellent problem-solving and communication skills
Proven experience in leading projects and teams, including the mentorship of AI engineers
The ability to engage in critical evaluation of information, hypothesis testing, and scenario analysis.
Flexibility in learning and adopting new technologies, methodologies, and tools to stay at the forefront of AI trends.
Experience with Department of Transportation Data Domains developing an AI Composite Agentic Solution designed to identify and analyze data models, connect & correlate information to validate hypotheses, forecast, predict and recommend potential strategies and conduct What-if analysis.
Bachelors or masters degree in computer science, AI, Data Science, or a related field.
Required Skills
Understanding the Big data Technologies 1 Years
Experience developing ETL and ELT pipelines 1 Years
Experience with Spark, GraphDB, Azure Databricks 1 Years
Expertise in Data Partitioning 1 Years
Experience with Data conflation 3 Years
Experience developing Python Scripts 3 Years
Experience training LLMs with structured and unstructured data sets 2 Years
Experience with GIS spatial data 3 Years
Contact the recruiter working on this position:
The recruiter working on this position is Rohit(Shaji Team) Bala
His/her contact number is His/her contact email is rohit@msysinc.com
Our recruiters will be more than happy to help you to get this contract.