TS/SCI Data Scientist

MarineTraffic
Springfield, United States of America
yesterday

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Regular working hours
Languages
English
Experience level
Intermediate
Compensation
$ 24K

Job location

Springfield, United States of America

Tech stack

Secure Shell (SSH)
ActiveMQ
API
Artificial Intelligence
Airflow
Amazon Web Services (AWS)
Computer Vision
Computer Programming
Linux
Identity and Access Management
Virtual Private Networks (VPN)
Python
Machine Learning
Object Detection
Scrum
Queueing Systems
TensorFlow
Unstructured Data
S3 Bucket
Cloud Platform System
Spark
Model Validation
Kafka
Slurm
Data Pipelines
Microservices

Job description

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., * 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

Requirements

  • 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

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