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
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