Closed listing
Senior Data Scientist
- Huntsville, AL, United States
This opening has closed.
The original listing is kept below for reference.
Job details
- Experience
- 5-10 years of experience applying operations research, optimization, or advanced analytical methods
- Posting language
- English
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Search current openingsOriginal job description
Archived listing. The details below describe a past opening.
Gray Analytics is looking for a Senior Data Scientist contingent upon contract award. Within this position you will
- Leverage the very latest machine learning and AI technologies to
- analyze large, complex data sets,
- produce predictive models based on historical data and analysis,
- and develop effective visualizations to highlight key data findings and patterns
- Evaluate AI tools and integrations using Responsible AI (RAI) guidance
- Analyze complex datasets to identify bottlenecks, inefficiencies, and opportunities for optimization and automation
- Assist in collecting, processing, and analyzing data from various sources
- Develop and maintain data engineering solutions and visualizations, including data pipelines and dashboards
- Collaborate with team members and cross-functional teams to identify data-driven solutions for business problems
- Lead other data scientists in developing predictive models and algorithms
- Create and maintain data documentation and reports
- Mentor and develop senior and junior data scientists
- Work closely with executive leadership to align data science initiatives with business objectives
Requirements
- A minimum of a bachelor's degree in a STEM or STEM-related field
- 5-10 years of experience applying operations research, optimization, or advanced analytical methods
- Strong familiarity with at least one programming language (Python preferred)
- Strong familiarity with process automation, artificial intelligence, and machine learning
- Understanding of data collection, data analysis, and data visualization techniques
- Strong critical thinking, problem-solving, and communication abilities
- Resident of the North Alabama area or willing to relocate to the North Alabama area
- Must be a US citizen and be able to obtain a secret clearance
Desired Qualifications
- Strong programming and software development experience
- Experience developing and applying machine learning models
- Experience with RPA platforms (e.g., Power Automate)
- Experience applying AI/ML technologies and Generative AI (e.g., Large Language Models (LLMs)) and integrating these technologies
- Experience with optimization solvers and OR tools (e.g., Gurobi, CPLEX, R, SAS, SPSS, Minitab)
- Experience with statistics and applied machine learning (regression analysis, time series, probabilistic models)
- Experiential knowledge of applying classification and prediction algorithms (e.g., K-nearest neighbor, SVM, gradient boosting, neural networks, decision trees, and K-means clustering)
- Experiential knowledge of applying classical statistical techniques (e.g., dimensionality reduction (principal component and factor analysis), conducting hypothesis testing, testing for significance, and ANOVA/MANOVA)
- Experience developing and maintaining data pipelines and MLOps
- Experience developing dashboards
- Experience with Agile software development methodology
- Experience with Missile Defense Agency or other DoD organizations
- Experience working with cloud services, such as Microsoft Azure