Jobs · Engineering · Virginia

Data Scientist

Spatial Front, Inc · Arlington, VA · 1 mo ago
EngineeringFull-time

Key Responsibilities

  • Develop, train, validate, and deploy machine learning and statistical models to address program analytical challenges.
  • Perform exploratory data analysis (EDA) to identify patterns, correlations, and anomalies in complex datasets.
  • Collaborate with data engineers to access, prepare, and transform data for modeling and analysis.
  • Communicate model findings, limitations, and recommendations to technical and non-technical stakeholders.
  • Implement MLOps practices to operationalize and monitor deployed models.
  • Design NLP models to support business operations.
  • Evaluate and recommend AI/ML tools, frameworks, and platforms for program use.
  • Produce data science documentation, including model cards, methodology reports, and technical papers.

Requirements

  • Bachelor's in Statistics, Mathematics, Computer Science, or related field; Master's preferred.
  • 3 years of data analysis, 1 year of machine learning.
  • Demonstrated expertise in: statistical analysis, machine learning, Python, data visualization, LLMs, predictive modeling.
  • Must be a U.S. Citizen.
  • Must possess an active Secret security clearance or be able to obtain one.

Desired Skills

  • Experience applying data science to DoD or federal agency mission problems.
  • Familiarity with Oracle RDBMS 19c
  • Experience with LLM models such as OpenAI, Gemini, Mistral, and Nova.
  • Experience with ETL, FTL is a plus, including tools such as Ab Initio and Go Anywhere
  • Familiarity with data visualization tools such as Power BI or Kibana.
  • Understanding of AWS AI toolkit, including Sagemaker, Kiro, and AmazonQ.
  • Proficiency with scikit-learn, TensorFlow, PyTorch, or R.
  • Experience with cloud-based ML platforms

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