Data Scientist

Intellectix

$90K — $130K *
Aerospace & Defense
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5+ years as Data Scientist, Data Engineer, ML Engineer or Data Analyst with relevant technical degree or equivalent experience.
  • Experience working in a Linux environment for over 5 years.
  • Proficient in Python for building containerized microservices featuring message queues.
  • Skilled in ML Model performance testing and hyperparameter tuning using tools like Tensorboard and mlflow.
  • Experience training ML models with GPU acceleration in a containerized setting using AI frameworks such as Tensorflow or Torch.
  • Familiar with workload managers like SLURM or Airflow.
  • Excellent communication skills and problem-solving abilities.

Responsibilities

  • Identify data sources and automate data collection.
  • Preprocess structured and unstructured data for analysis.
  • Analyze large datasets to uncover trends and patterns.
  • Develop predictive models and machine learning algorithms.
  • Implement ensemble modeling techniques.
  • Visualize data to present findings effectively.
  • Collaborate with cross-functional engineering and product teams.

Benefits

  • Opportunity to work in a high-impact environment supporting key clients.
  • Access to innovative technology and tools in data science.
  • Collaborative team culture emphasizing teamwork and technical excellence.
  • Engagement in dynamic SAFe and Scrum development methodologies.
Full Job Description
Data Scientist

Location: Springfield, VA
Clearance: TS/SCI
Citizenship: US Citizenship Required

Whether running countries, corporations, or courtrooms, our clients bear the responsibility for shaping the lives of millions. At Intellectix, we are on a mission to empower them with innovative technical solutions and drive transformational change. As a Data Scientist, you'll be the cornerstone of this mission, ensuring the security of crucial data, optimizing IT infrastructure, and simplifying business processes through cutting-edge software systems. Because at Intellectix, it's not what we do, it's why we do it.

Responsibilities & Duties:

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.
  • 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.


Qualifications:

Education/Experience:
  • 5+ years of experience as a Data Scientist, Data Engineer, ML Engineer, or Data Analyst and a 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).
  • Familiarity with Cloud Platform AI-ML toolsets (e.g. AWS Sagemaker, GCP Vertex).
  • Experience building data pipelines with spark, kafka, or nifi.


Join Intellectix and be part of a dynamic team that thrives on tempo, teamwork, and technical excellence. Your skills and expertise will contribute to creating a safer and smarter tomorrow.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

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