Marathon TS is currently hiring for a TS/SCI cleared Data Scientist joining our team to support our intelligence customer in St. Louis, MO or Springfield, VA.
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:- 5-7+ years of experience as a Data Scientist, Data Engineer, Client 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
- 3+ 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 Client Model performance testing and hyperparameter tuning (Tensorboard, wandb, mlflow)
- Experience training Client 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-Client toolsets (e.g. AWS Sagemaker, GCP Vertex)
- Experience building data pipelines with spark, kafka, or nifi
Location: St. Louis, MO or Springfield, VA.
