Job Information
Arena Technical Resources, LLC Data Scientist in Springfield, Virginia
Data Scientist
Location: Springfield, VA, US
Job ID: 16171
Job Description
Job
Description:
Title: Data Scientist
Location: Onsite in Springfield, VA
Citizenship/Clearance Requirement: US Citizen with an active TS/SCI Clearance. This position supports a government contract.
Job Description/Job Requirements:
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 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
Required Skills:
-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 aLinuxenvironment
-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 asTensorflowor 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
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
Educational Requirements: Bachelor's degree in computer science,mathematics, statistics, computer science or related field
Certification Requirements: N/A
Preferred Skills:
Arena Technical Resources, LLC, (ATR) is an Equal Opportunity Employer (EOE) who will provide equal employment opportunity to employees and applicants for employment without regard to race, ethnicity, religion, color, sex, pregnancy, national origin, age, veteran status, ancestry, sexual orientation, gender identity or expression, marital status, family structure, genetic information, or mental or physical disability
An Equal Opportunity
Employer M/F/D/V
Job
CategorySW/App/Web Developers
Job
ID16171
Job
Title
Data Scientist
Job
LocationSpringfield, VA
Hourly
Pay Rate
-
Annual
Pay Rate
115000
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ToJMC@atr.com