What are the responsibilities and job description for the Data Scientist position at Strategic ASI?
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 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 :
5 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
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 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)
Experience building data pipelines with spark, kafka, or nifi
What 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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