Data Scientist

1 week ago


Herndon, Virginia, United States ManTech Full time
About the Role

We are seeking a highly skilled Data Scientist to join our team at ManTech. As a key member of our organization, you will play a critical role in developing and implementing computer vision algorithms for object detection, object tracking, and video processing.

Key Responsibilities
  • Collaborate with senior data scientists and engineers to analyze historical and real-time video feeds, integrating findings into actionable insights.
  • Perform benchmarking evaluations and applied research to address new problem sets, seeking out opportunities to apply new and emerging techniques against client use cases.
  • Contribute to solution accelerators, prototypes, proofs-of-concept, and methods for use in client engagements.
  • Develop models and solutions for problem sets in a broad range of data science areas, including but not limited to natural language processing, graph analytics, computer vision, anomaly detection, data visualization, and metrics creation.
  • Apply design thinking or other solution-based methods to solve problems consisting of various qualitative activities that support the generation of insightful, human-centered and impactful design solutions.
  • Participate in solution development through whiteboarding sessions with clients, partners, and coworkers.
  • Contribute to solutions with algorithms, models, data manipulation tasks, or other technical challenges related to data science.
  • Communicate findings to diverse technical and non-technical stakeholders and engage clients to distill complex technical language.
Requirements
  • Bachelor's degree in Computer Science, Engineering, Mathematics, Applied Mathematics, Statistics, Applied Statistics, Machine Learning, Data Science, or a related field, and 3 years of experience OR a Master's degree and 1 year of experience, or equivalent experience.
  • Knowledge of one or more cloud providers (e.g., AWS, Oracle, IBM, Azure and GCP).
  • Experience working with Python and relevant data science libraries (e.g., Pandas, NumPy, Scikit-Learn).
  • Knowledge of the full life cycle of developing a variety of types of Machine Learning models.
  • Strong oral and written communication skills, including client-facing discussions and presentations.
Preferred Qualifications
  • Master's degree or PhD in a related field.
  • Experience with Google Cloud Platform (GCP) services, particularly BigQuery and Vertex AI.
  • Experience with video processing and analysis, including OpenCV and YOLO.
  • Expertise in computer vision.
  • Ability to be a self-starter and take initiative.
  • Excellent oral and written communication skills, including communicating information to a senior executive audience.
Clearance Requirements
  • Must have either an active Secret or higher clearance OR DHS Suitability (previously completed background investigation from DHS).
  • Must be willing and able to obtain TS/SCI with polygraph.


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