Data Scientist with Security Clearance

3 weeks ago

Springfield VA 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 Scientists 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 teamsRequired Skills:
* 5+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analysts and Bachelors 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 polyDesired 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 nifiWhat 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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