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.