Springfield, Virginia
Data Scientist (SignOn Bonus)
Job Category: Science
Time Type: Full time
Minimum Clearance Required to Start: TS/SCI
Employee Type: Regular
Percentage of Travel Required: Up to 10%
Type of Travel: Local
CACI is seeking a TS/SCI cleared, dynamic technical professionals to join our UDS program to support our NGA customer. As a team, we focus on the design, engineering, implementation, operations, sustainment, and disposal of user facing and data center IT services for our customer. With a strong emphasis on continuous improvement and innovation of user facing and data center services that drives efficiencies and effectiveness. Be a part of something greater than yourself and make a lasting impact at CACI.
What You’ll Get to Do:
CACI is hiring a Data Scientist to join our team to support our intelligence customer in Springfield, VA. 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.
More About the Role
Duties and Responsibilities include:
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.
You’ll Bring These Qualifications
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.
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-ML toolsets (e.g., AWS Sagemaker, GCP Vertex)
Experience building data pipelines with spark, kafka, or nifi
Company Overview: At CACI, you will have the opportunity to make an immediate impact by providing information solutions and services in support of national security missions and government transformation for Intelligence, Defense, and Federal Civilian customers. CACI is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other protected characteristic.
TS/SCI
CACI / Equal Opportunity Employer
JBCAC 279860 2023.05.06
SKDAT, SKBON, FVR05 SKUUU, Springfield, Virginia Springfield, Virginia ZC ZCCX
