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Data Scientist

1 month ago

Huntsville, Alabama, United States SOSi Full time
Job Description

SOSi is seeking a highly skilled Data Scientist to join our analytics team working on an innovative MLOps workload leveraging cutting-edge technologies and supporting a government customer in a secure environment.

This role will be responsible for delivering automation to key national security missions interacting with petabyte-scale data on supercomputing resources. We are hiring for the following locations:

  • Huntsville, AL
  • Princeton, NJ
  • Washington, DC Region

In this role, you will conduct sophisticated data analytics, data mining, exploratory analysis, predictive analysis, and statistical analysis. You will leverage scientific techniques to transform petabyte-scale data into insightful data products to enable data-driven decisions. You will partner with Data Engineers to refactor manual workflows to produce highly automated MLOPs based workloads.

The team will work with technologies including:

  • Open source, Commercial, and Government software packages such as Kafka, Beam, NumPy, Kubeflow, Nvidia Triton, PyTorch, TensorFlow, Weaviate, Neo4j, Grafana, etc.
  • Cloud native techniques and containerization with Docker
  • Infrastructure as Code with Terraform
  • Configuration as Code with OPA
  • Observability with tools like EFK and LOKI + OTel
  • Leverage GitOps patterns and CI/CD with tools like GitLab, Argo, and Harness
  • Perform SAST/DAST security with tools like SonarQube
  • Perform Kubernetes and K3s orchestration with tools like Rancher and Konvoy

SOSi is seeking data talent to unlock insights from massive datasets supporting strategic national security objectives. If you have a passion for data science and want to apply your skills to impactful projects at scale, we want to hear from you.

Essential Job Duties
  • Retrieve and process massive structured and unstructured datasets
  • Build ML models and automated systems like recommendation and scoring tools
  • Define comprehensive research approaches enabling rigorous assessments
  • Perform statistical analysis and data mining to create predictive systems
  • Visualize insights using Microsoft Office, Tableau, Python, R
  • Develop ML prototype solutions with TensorFlow, PyTorch etc.
  • Evaluate model performance by applying data science and math
  • Design, develop, and test ML applications using Python, Linux, Docker
  • Brief methodology and results to technical and non-technical audiences
  • Collaborate with teams to share best practices and domain knowledge
  • Guide more junior team members
Minimum Requirements
  • Secret Security Clearance
  • Seven years of work experience or formal training as Data Scientist or advanced analytical role
  • Expertise in Python, R, SQL, statistics, data mining
  • Deep understanding of ML and deep learning techniques
  • Expert at communicating complex insights
  • Experience providing technical leadership to teams and projects
Preferred Qualifications
  • Top Secret Security Clearance with SCI eligibility
  • Deep understanding of SciML
  • Significant experience with MLOps
  • Significant Experience with Petabyte scale data sets
  • Significant Experience with large-scale, multi-INT analytics
  • MS in Computer Science, Statistics, Mathematics, Physics or a quantitative field
Work Environment
  • Working conditions are normal for an office environment.
  • Fast paced, deadline-oriented environment.
  • May require periods of non-traditional working hours including consecutive nights or weekends (if applicable).