Data Scientist Job at teKnoluxion Consulting, LLC
Overview:
Security Clearance Required: TS-SCI
teKnoluxion does not have a vaccination mandate applicable to team members. Vaccination requirements will depend on the status of the federal contractor mandate and customer site requirements. Regardless of vaccination status , personnel are required to wear masks while indoors when the CDC COVID-19 Community Level is High.
Location: Springfield, VA
Security Clearance Required: TS-SCI
teKnoluxion provides the Defense and Intelligence Communities technical experts in the fields of Software & Systems Engineering, Enterprise Operations, and Cloud Services Management & Consulting. Our goal is not to simply support efforts, but to ignite a technology revolution, bridging the growing technology gap between the Government and commercial space.
Are you ready to test your abilities as a Data Scientist in a sophisticated enterprise exploitation environment? Join a dedicated team supporting the UDS contract at NGA.
Responsibilities:
What you get to do every day:
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Supports the Geospatial Services & Solutions business area to provide high-quality, cost-effective solutions to the customer.
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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
What skills do you need?
- Active TS/SCI Clearance
- 2+ 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
- 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 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
What is ideal?
- 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
- Intelligence Community Experience preferred
- Recognizing great achievements do not go unnoticed by teKnoluxion through service anniversaries, spot awards, and employee referral bonuses
- You’ll join a growing organization of passionate, top-shelf, IT engineering professionals with extensive experience in actively developing the technology revolution in the Intelligence community
- Highly competitive benefits package that reflects our objective of employing top industry performers
teKnoluxion is committed to creating a diverse environment and is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability status, protected veteran status, sexual orientation or any other characteristic protected by law.
teKnoluxion does not have a vaccination mandate applicable to team members. Vaccination requirements will depend on the status of the federal contractor mandate and customer site requirements. Regardless of vaccination status , personnel are required to wear masks while indoors when the CDC COVID-19 Community Level is High.
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