CACI International Inc
Expertise and Technology for National Security
Senior Data Scientist / AI Machine Learning Research Engineer
Location
United States
Posted
32 days ago
Salary
$82.1K - $172.4K / year
Postgraduate Degree4 yrs expEnglishAirflowAWSAzureCloudETLGoogle Cloud PlatformLinuxPythonPy TorchScikit LearnSparkSQLTensorflow
Job Description
• Apply machine learning, statistics, to develop algorithms
• Solve challenging problems, signal processing, and computer networking domains
• Leverage strong foundation in machine learning, data science, and signal processing to solve complex challenges in the RF domain.
• Proficiency in designing and building data pipelines, including experience with ETL processes and data warehousing solutions
• 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)
• Establish ML governance practices, including version control for datasets and models
Job Requirements
- 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.
- Desired: 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.
Benefits
- healthcare
- wellness
- financial
- retirement
- family support
- continuing education
- time off benefits
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