Data Scientist, TS/SCI

Company: Maania Consultancy Services
Location: Washington
Posted on: March 12, 2025

Job Description:

Responsibilities:

• Define and communicate a clear product vision for our client's software products, aligning with user needs and business objectives.
• Create and manage product roadmaps that reflect both innovation and growth strategies.
• Document customer requirements to be used for project management.
• Develop technical architecture that supports development approach.
• Forecast and outline technical tasks that guide weekly development in support of technical projects.
• Partner with a government product owner and collaborate with a Data Science Team of 5-8 FTEs.Qualifications:
  • Active TS-SCI clearance
  • At least 4 years of STEM related work experience with a STEM bachelor's degree or 2 years of relevant work experience with a STEM master's degree
  • Hands-on experience implementing, training, and evaluating deep learning models with familiarity of adversarial, semi-supervised, and generative architectures
  • Hands-on experience working with Torch, TensorFlow, and similar machine learning frameworks.
  • Skilled in evaluating machine learning models using various metrics beyond accuracy and implementing strategies to improve performance
  • Hands-on experience, knowledge, and understanding of statistical and machine learning techniques to model, characterize, and extract meaning from structured and unstructured data.
  • Experience executing data science methods using python libraries for Data Cleaning/Wrangling, Exploratory Data Analysis (EDA), Statistical Analysis, Data Visualization
  • Hands-on experience in object-oriented programming with a language such as C++, Java, or Python; Python as primary programming language
  • Hands-on experience working on source controlled code with a functional team in a tool like Git or Subversion.
  • Hands-on experience programmatically interacting with cloud services and products (e.g., Amazon Web Services (AWS)).
  • Strong strategic communication skills to include presenting quantitative concepts in easy-to-understand formats and actively listening to identify business problems and their causes
  • Experience or exposure using python libraries such as pandas, NumPy, GeoPandas, requests, urlib3, Matplotlib, plotly, scikit-learn, sciPy, OpenCV, GDAL, Keras, NLTK, spaCy, GensimPreferred Qualifications:
    • Bachelor's degree or equivalent experience in a related field.
    • Familiarity and experience with the Intelligence Community (IC) and the intel cycle.
    • Familiarity and experience with the Department of Homeland Security (DHS).
    • Hands-on experience implementing generative AI (Gen AI) models.
    • Hands-on experience implementing Retrieval Augmented Generation (RAG) in Gen AI solutions.
    • Experience implementing advanced NLP machine learning models on tasks such as entity resolution, question and answering, and text summarization.
    • Experience developing and deploying data science solutions in containers.
    • Familiarity and experience with interacting programmatically with IC data stores and analytic services.
    • Master's degree or equivalent experience in a related field.
    • Working knowledge and experience in accessing remote APIs using cryptographic keys and digital certificates.
    • Experience extracting features from data stored in a wide range of possible formats including JSON, XML, raw text logs, industry-specific encodings, and graph link data.
    • Working knowledge with collaboration tools, such as Jira and Confluence.
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Keywords: Maania Consultancy Services, Washington DC , Data Scientist, TS/SCI, Other , Washington, DC