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Data Scientist

2 months ago

Springfield, United States Strategic ASI Full time
What you will be working on:
HOW A DATA SCIENTIST WILL MAKE AN IMPACT
This position supports the Geospatial Services & Solutions business area to provide high-quality, cost-effective solutions to the customer. As part of the GSS Team the Data Scientist's expertise is needed to support a sophisticated enterprise environment.
The Scientist is an active participant in SAFe and Scrum development teams and meetings.
SPECIFIC DUTIES AND RESPONSIBILITIES:
  • Identify data sources and automate collection processes
  • Perform preprocessing of structured and unstructured data
  • Analyze large, complex data sets to identify trends and patterns
  • Build predictive models and machine learning algorithms
  • Combine models through ensemble modeling
  • Present information using data visualization techniques
  • Propose solutions and strategies to address Key Intelligence Questions
  • Collaborate with engineering and product development teams
Required Skills:
  • 5+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analysts and Bachelor's Degree in Computer Programming, Science, Engineering or a related technical discipline, or the equivalent combination of education, technical training, or work/military experience
  • 5+ years of experience in a Linux environment
  • Direct experience and demonstrated proficiency with Python programming to build containerized microservices that use message queues such as activemq or rabbitmq.
  • Experienced in ML Model performance testing and hyperparameter tuning (Tensorboard, wandb, mlflow)
  • Experience training ML models with GPU acceleration in a containerized environment using common AI frameworks such as Tensorflow or Torch.
  • Experience with workload managers (SLURM, Argo Workflow, Airflow)
  • Strong problem solving and troubleshooting skills
  • Strong communication and interpersonal skills
  • Must possess excellent time management skills and the drive to work unsupervised
  • Active TS/SCI clearance required and eligibility to obtain a CI poly
Desired Skills:
  • Prior experience working with or within the Intelligence Community or a military intelligence unit
  • Understanding of access management and security groups (i.e. IAM, S3 bucket, SSH, VPN, etc.)
  • computer vision related experience with torchvision or tensorflow object detection APIs.
  • Additional languages on top of Python preferred (C++, Julia, Go, R)
  • Familiarity with Cloud Platform AI-ML toolsets (e.g. AWS Sagemaker, GCP Vertex)
  • Experience building data pipelines with spark, kafka, or nifi
What you will get:
  • Joining a team of technology experts and partners in the same mission
  • A high-growth environment with plenty of opportunities to grow your career as the company grows
  • Owner and Leadership team that come from technical backgrounds so they understand the day-to-day challenges of the technical consulting world and can offer real-life solutions and guidance
  • Highly competitive benefits package that shows we want to hire the very best

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