Machine Learning Engineer

Candidate MUST possess a TS/SCI clearance with Intel Polygraph.

Required Skills And Demonstrated Experience

1. Demonstrated experience developing and deploying machine learning models.
2. Demonstrated experience tuning hyper-parameters of existing machine learning models for domain-specific data sets.
3. Demonstrated experience implementing, evaluating, and extending state-of-the-art, data science methods, data labeling, ETL, and other data standardization practices.
4. Demonstrated experience integrating user-oriented model evaluation.
5. Demonstrated experience working with data science models testing, optimization, validation, and tests automation.
6. Demonstrated experience leveraging model management capabilities to track version control and maintain information about best-performing models, such as MLFLOW or similar.
7. Demonstrated experience programming in Python.
8. Demonstrated experience programming in other scripting languages, such as Bash.
9. Demonstrated experience applying deep learning and machine learning processing libraries, including PyTorch, TensorFlow, Keras, and scikit.
10. Demonstrated experience using Linux and Windows operating systems.
11. Demonstrated experience using CUDA and NVIDIA GPU accelerated libraries for AI, machine learning, and deep learning.
12. Demonstrated experience with implementing data science workflows in cloud-based platforms (e.g., AWS, Azure, etc.).
13. Demonstrated experience deploying ML models and creating associated APIs.
14. Demonstrated experience with Spark; creating Spark clusters in cloud infrastructure and utilizing Spark for machine learning.
15. Demonstrated experience creating front end interfaces to interact with machine learning models.

Highly Desired Skills And Demonstrated Experience

1. Demonstrated past experience/knowledge in cyber security concepts and with Sponsors cyber mission.
2. Demonstrated experience developing and deploying machine learning models based on cybersecurity related workflows.
3. Demonstrated experience working in Sponsors mission environment.
4. Demonstrated experience developing and working with cyber data (e.g., netflow, pcap, credential, ip scans, etc.).

MUST be a US Citizen with a U.S. Government clearance - Intel with Polygraph.

NOTE: Must have an active TS-SCI with poly. No sponsorships or upgrades are available. Submissions without this requirement will not be considered. H1-B holders will not be considered.

Benefits

• 5 week paid vacation + 10 gov't holidays
• 15% contribution to 401k
• LTD, STD disability and life insurance
• Paid health, dental, and vision for employee and family.
• $5000 annual training expense reimbursement
• Computer purchase plan