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Senior Data Scientist

Company: Maximus
Location: Reston
Posted on: January 10, 2022

Job Description:

Maximus is seeking a Senior AI/ML Engineer to work with the Maximus Emerging Technologies Center of Excellence (CoE), a startup within a global organization. The mission is "Helping government serve the people."-- - We support our lines of business in transforming how governments serve the people and improve their lives, through the adoption of emerging technologies. In the role of a Senior AI/ML Engineer, you will collaborate with teams in advancing the applied use of Artificial Intelligence (AI) and Machine Learning (ML), support the end-to-end implementation of AI/ML solutions, work with engineering teams in integrating AI/ML solutions into their solutions, and investigate tools while supporting the deployment of MLOps platform. The CoE provides a unique opportunity in making a difference to citizens and society, while embracing an inclusive culture that champions diversity and collaboration in an environment that is committed to lifelong learning, growth, and development. As a federal contractor, Maximus is subject to Executive Order 14042 and the Safe Workforce Task Force's COVID-19 Workplace Safety Guidance for Federal Contractors and Subcontractors. In light of these requirements, all employees will eventually need to be fully vaccinated as a condition of employment and new hires/employees will be required to provide proof of vaccination. Job Requirements:Primary Responsibilities: Lead AI/ML solutions from scoping through deployment and monitoring Collaborate with engineers, solution architects, project managers, and our services teams, to design and implement models and experiments from end to end, including data ingestion and preparation, analysis and modeling, model deployment, monitoring and documentation Develop and maintain scalable data pipelines and builds AI/ML models to support our lines of business Contribute towards the curation, development and dissemination of AI/ML related educational materials Contribute towards the curation, development, and promotion of playbooks, best practices, standards such as Responsible AI, and lessons learned Support AI solutions from scoping through deployment and monitoring Collaborate on the selection and piloting of platforms (e.g. MLOps) and tools for the business Maintain current knowledge of AI technology landscape and emerging developments; attend tradeshows and conferences Minimum Requirements: Bachelor's degree in related field 5-7 years of relevant professional experience required Minimum 3+ years leading end-to-end (scoping, design, development, testing, deployment, and monitoring) implementation of AI/ML solutions that drive significant business benefit Knowledge of design thinking, lean startup and agile project management practices Experience implementing solutions within cloud environments including container-based environments (Docker, Kubernetes) and MLOps platforms Experience with scientific and machine learning libraries e.g., SciPy, Scikit-learn, NumPy, spaCy, Spark NLP Experience with deep learning frameworks such as Tensorflow and PyTorch Strong software development skills Proficient in at least two programming languages including Python Proficient in building data processing pipelines Skilled in developing predictive models on structured data (regression, classification, clustering, time-series) Proficient with Natural Language Processing Experience with Knowledge Representation and GNN Additional preferred experience: Helped develop AI communities through meetups, blogs etc. Knowledge graphs Bayesian networks Graph Neural Networks Experience with Reinforcement Learning Causal Modeling

Keywords: Maximus, Reston , Senior Data Scientist, Other , Reston, Virginia

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