General Dynamics Information Technology
Jr Data Scientist
General Dynamics Information Technology, Springfield, Virginia, us, 22161
Type of Requisition:
Regular
Clearance Level Must Currently Possess:
Top Secret/SCI
Clearance Level Must Be Able to Obtain:
Top Secret SCI + Polygraph
Suitability:
Public Trust/Other Required:
Job Family:
Data Science
Job Qualifications:
Skills:
Linux Environments, MLflow, Tensorflow
Certifications:
Experience:
2 + years of related experience
US Citizenship Required:
Yes
Job Description:
Deliver insights to help our clients turn data into action as a Data Scientist at GDIT. Your work will provide transformative solutions to our clients’ big-data obstacles and help advance the mission. Here, you can make a meaningful impact on our clients’ mission and on your career.At GDIT, people are our differentiator. As a Data Scientist, you will help ensure today is safe and tomorrow is smarter. Our work depends on TS/SCI cleared Data Scientist joining our team to support our intelligence customer in St. Louis, MO or Springfield, VA.HOW A JR 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 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 processesPerform preprocessing of structured and unstructured dataAnalyze large, complex data sets to identify trends and patternsBuild predictive models and machine learning algorithmsCombine models through ensemble modelingPresent information using data visualization techniquesPropose solutions and strategies to address Key Intelligence QuestionsCollaborate with engineering and product development teamsRequired Skills:
2+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analyst 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 experience3+ years of experience in a Linux environmentDirect 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 skillsStrong communication and interpersonal skillsMust possess excellent time management skills and the drive to work unsupervisedActive 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 unitUnderstanding 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 nifiLocation:
St. Louis, MO or Springfield, VA.
US Citizenship is Required
GDIT IS YOUR PLACE:
401K with company matchComprehensive health and wellness packagesInternal mobility team dedicated to helping you own your careerProfessional growth opportunities including paid education and certificationsCutting-edge technology you can learn fromRest and recharge with paid vacation and holidaysScheduled Weekly Hours:
40
Travel Required:
None
Telecommuting Options:
Onsite
Work Location:
USA VA Springfield
Additional Work Locations:
USA MO St. Louis#J-18808-Ljbffr
Regular
Clearance Level Must Currently Possess:
Top Secret/SCI
Clearance Level Must Be Able to Obtain:
Top Secret SCI + Polygraph
Suitability:
Public Trust/Other Required:
Job Family:
Data Science
Job Qualifications:
Skills:
Linux Environments, MLflow, Tensorflow
Certifications:
Experience:
2 + years of related experience
US Citizenship Required:
Yes
Job Description:
Deliver insights to help our clients turn data into action as a Data Scientist at GDIT. Your work will provide transformative solutions to our clients’ big-data obstacles and help advance the mission. Here, you can make a meaningful impact on our clients’ mission and on your career.At GDIT, people are our differentiator. As a Data Scientist, you will help ensure today is safe and tomorrow is smarter. Our work depends on TS/SCI cleared Data Scientist joining our team to support our intelligence customer in St. Louis, MO or Springfield, VA.HOW A JR 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 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 processesPerform preprocessing of structured and unstructured dataAnalyze large, complex data sets to identify trends and patternsBuild predictive models and machine learning algorithmsCombine models through ensemble modelingPresent information using data visualization techniquesPropose solutions and strategies to address Key Intelligence QuestionsCollaborate with engineering and product development teamsRequired Skills:
2+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analyst 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 experience3+ years of experience in a Linux environmentDirect 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 skillsStrong communication and interpersonal skillsMust possess excellent time management skills and the drive to work unsupervisedActive 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 unitUnderstanding 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 nifiLocation:
St. Louis, MO or Springfield, VA.
US Citizenship is Required
GDIT IS YOUR PLACE:
401K with company matchComprehensive health and wellness packagesInternal mobility team dedicated to helping you own your careerProfessional growth opportunities including paid education and certificationsCutting-edge technology you can learn fromRest and recharge with paid vacation and holidaysScheduled Weekly Hours:
40
Travel Required:
None
Telecommuting Options:
Onsite
Work Location:
USA VA Springfield
Additional Work Locations:
USA MO St. Louis#J-18808-Ljbffr