Machine Learning Engineer

What you will do:

• Investigate and analyze large and interesting data sets to identify and expose hidden patterns and trends
• Develop and apply novel AI/ML models to automatically derive valuable insights for defense and intelligence analysts
• Collaborate with diverse teams to develop and deploy cutting-edge capabilities into production systems
• Support the engineering of robust backend services, scalable APIs, and intuitive user interfaces
• Who you are:
• Active Secret Security Clearance with SCI Eligibility, for which U.S citizenship is needed by the U.S government
• Hold a BS with 2+ years of experience or M.S in Statistics, Data Science, Applied Mathematics, Computer Science, Electrical Engineering, or other related discipline
• Experience in applying AI/ML methods to real-world data science problems, especially in settings where data is sparse, noisy, and/or high dimensional
• Experience deploying AI/ML models and constructing analytics pipelines using modern Python-based frameworks
• Familiarity with creating data visualizations and user interfaces or dashboards
• Proficient with Python and the traditional data science and machine learning stack, namely NumPy, Pandas, scikit-learn, PyTorch, and matplotlib
• Proficient with version control software (Git), JIRA, Confluence, or other common collaboration tools
• Demonstrated ability to collaborate effectively within cross-functional teams and communicate with customers and end users
• Even better:
• Active Top Secret (TS) Security Clearance
• Solid understanding of software engineering principles, including testing, scalability, observability, maintainability, and performance optimization
• Experience working with large datasets (> 100 GB) and familiarity with big data infrastructure and frameworks such as AWS, Hadoop, Spark, Dask, or MapReduce
• Possession of an advanced degree in a scientific field and 2+ years of relevant experience after Bachelor’s degree (work or post-graduate)
• Experience in intelligence and military-related mission areas