AI/ML Lead

2 weeks ago

Washington Highlands Washington DC, United States IT Concepts Full time
About the Role

We are seeking a highly skilled AI/ML Lead to join our team at IT Concepts. As a key member of our organization, you will be responsible for leading the implementation of AI and machine learning solutions for our Defense Intelligence client in Washington, D.C.

Key Responsibilities
  • Collaborate with clients and technical teams to formulate AI strategies that align with business goals and industry best practices.
  • Conduct in-depth analysis of client requirements, dependencies, and constraints, translating them into actionable initiatives and monitoring the progress of AI projects.
  • Evaluate potential risks associated with AI implementation, considering ethical, legal, and technical aspects, and develop risk mitigation strategies.
  • Conduct research for innovative solutions that can benefit clients and provide insights and recommendations on AI adoption, integration, and optimization for enhanced business outcomes.
  • Act as a key communicator between technical teams and clients, ensuring a shared understanding of goals and expectations and articulating complex technical concepts in a clear and accessible manner to non-technical stakeholders.
Requirements
  • 10 years of experience in Artificial Intelligence (AI), Machine Learning (ML), and Data Science.
  • Bachelor's or advanced degree in a relevant field (e.g., Data Science, Computer Science, Mathematics).
  • At least 5 years of experience developing in languages commonly used for data analysis such as Python, R, Julia, or SAS.
  • At least 5 years of experience developing reinforcement learning systems utilizing at least one of the following methodologies: Finite Markov Decision Processes, Support Vector Machines, Q-Learning, Stochastic Finite State Machines, MCTS, or other hybrid Deep Reinforcement Learning processes.
  • Experience in theoretical and practical background in statistical analysis, machine learning, predictive modeling, and/or optimization.
  • Experience working with SQL and NoSQL databases such as SQL Server, Redis, Postgres, and MongoDB, working with large-scale data sets, and developing REST/SOAP APIs and messaging protocols and formats.
  • Experience producing data visualizations using open-source tools and Tableau for a variety of different audiences.
  • Excellent verbal and written communications skills (using the MS Office Suite of productivity tools: Word, PowerPoint, Excel, etc.) along with the ability to present technical data and approaches to both technical and non-technical audiences.
  • Experience working in the Intelligence Community and/or DoD developing data models for the military.
  • Security Clearance Requirements: Must have active TS/SCI clearance, and willing/able to get CI Polygraph.

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