Intellectix
Data Scientist
Springfield, Virginia
No sponsorshipDetected 44 days ago
TypeScriptPythonC++AWSGCPCloud PlatformsLinuxKafkaMachine LearningTensorFlowSparkAirflowData EngineeringData ScienceData VisualizationComputer VisionAgileLoad TestingVPNCommunicationProblem SolvingTime Management
About the role
- Because at Intellectix, it's not what we do, it's why we do it.
- The Scientist is an active participant in SAFe and Scrum development teams and meetings.
- Identify data sources and automate collection processes.
Responsibilities
- This position supports the Geospatial Services & Solutions business area to provide high-quality, cost-effective solutions to the customer.
- Perform preprocessing of structured and unstructured data.
- Collaborate with engineering and product development teams.
Requirements
- 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.
- 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).
- Active TS/SCI clearance required and eligibility to obtain a CI poly.
- US Citizenship Required
- Education/Experience:
- 5+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analyst and a 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.
- Experienced in ML Model performance testing and hyperparameter tuning (Tensorboard, wandb, mlflow).
- Strong problem-solving and troubleshooting skills.
- Strong communication and interpersonal skills.
- Must possess excellent time management skills and the drive to work unsupervised.
- Desired Skills:
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).
- Your skills and expertise will contribute to creating a safer and smarter tomorrow.
Benefits
- Build predictive models and machine learning algorithms.
Company info
- As part of the GSS Team, the Data Scientist's expertise is needed to support a sophisticated enterprise environment.
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This listing is sourced directly from Intellectix's careers page and normalized into a canonical job model.