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CACI International Inc · 1 month ago

Data Scientist / Senior AI Machine Learning Research Engineer

Aurora, CO

Full-time

Onsite

Mid, Senior Level

$98K/yr - $207K/yr

4+ years exp

CACI International Inc has an exciting new opportunity for a Senior AI and Machine Learning Research Engineer. The role involves applying machine learning and statistics to develop algorithms for solving complex challenges in the RF domain, leveraging a strong foundation in data science and signal processing.

Information TechnologyService IndustrySoftware

Comp. & Benefits

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Strong mathematical foundation in statistics, linear algebra, and calculus with demonstrated ability to understand and implement machine learning algorithms from first principles rather than solely relying on pre-built libraries

Proficiency in designing and building data pipelines, including experience with ETL processes, data warehousing solutions, and optimizing workflows for large-scale data processing

Hands-on experience with cloud-based infrastructure (e.g., AWS, Azure, GCP) for deploying ML solutions, including containerization, orchestration, and CI/CD pipelines for model deployment

Programming expertise in Python and SQL, with experience using data engineering frameworks (e.g., Spark, Airflow) and ML libraries (e.g., TensorFlow, PyTorch, scikit-learn)

Demonstrated experience in establishing ML governance practices, including version control for datasets and models, experiment tracking, model monitoring, and implementing reproducible research principles

Qualification

Machine LearningData ScienceSignal ProcessingCloud InfrastructurePythonSQLETL ProcessesMathematicsLinuxStatistical TestsAdversarial AI

Required

Master's degree in quantitative field with mathematical underpinnings and at least 4 years' experience

Experience developing models

Strong background in machine learning, mathematics and statistics

Comfortable using Linux operating systems and commonly used Linux utilities

Must be a US Citizen with the ability to obtain, maintain and/or transfer the required security clearance as dictated by the contract

Must have active Top Secret Clearance

Proficiency in designing and building data pipelines, including experience with ETL processes, data warehousing solutions, and optimizing workflows for large-scale data processing

Hands-on experience with cloud-based infrastructure (e.g., AWS, Azure, GCP) for deploying ML solutions, including containerization, orchestration, and CI/CD pipelines for model deployment

Programming expertise in Python and SQL, with experience using data engineering frameworks (e.g., Spark, Airflow) and ML libraries (e.g., TensorFlow, PyTorch, scikit-learn)

Preferred

Ph.D. in computer science, computer engineering, or machine learning, Statistics, applied mathematics or Physics

Experience applying machine learning to signal processing and/or other time-series data analysis applications

Knowledge of or experience with information theory, probability theory, parametric and non-parametric statistical tests

Familiarity with concepts and techniques associated with adversarial AI and AI/ML assurance

Active Top Secret/SCI clearance preferred

Benefits

Healthcare

Wellness

Financial

Retirement

Family support

Continuing education

Time off benefits

Company

CACI International Inc

Glassdoor4.0

At CACI International Inc (NYSE: CACI), our 25,000 talented and dynamic employees are ever vigilant in delivering distinctive expertise and technology to meet our customers’ greatest challenges in national security.

Founded in 1962

Arlington, Virginia, USA

10001+ employees