Candidate MUST possess a TS/SCI clearance with Intel Polygraph.
Required Skills And Demonstrated Experience
- Demonstrated experience developing and deploying machine learning models.
- Demonstrated experience tuning hyper-parameters of existing machine learning models for domain-specific data sets.
- Demonstrated experience implementing, evaluating, and extending state-of-the-art, data science methods, data labeling, ETL, and other data standardization practices.
- Demonstrated experience integrating user-oriented model evaluation.
- Demonstrated experience working with data science models testing, optimization, validation, and tests automation.
- Demonstrated experience leveraging model management capabilities to track version control and maintain information about best-performing models, such as MLFLOW or similar.
- Demonstrated experience programming in Python.
- Demonstrated experience programming in other scripting languages, such as Bash.
- Demonstrated experience applying deep learning and machine learning processing libraries, including PyTorch, TensorFlow, Keras, and scikit.
- Demonstrated experience using Linux and Windows operating systems.
- Demonstrated experience using CUDA and NVIDIA GPU accelerated libraries for AI, machine learning, and deep learning.
- Demonstrated experience with implementing data science workflows in cloud-based platforms (e.g., AWS, Azure, etc.).
- Demonstrated experience deploying ML models and creating associated APIs.
- Demonstrated experience with Spark; creating Spark clusters in cloud infrastructure and utilizing Spark for machine learning.
- Demonstrated experience creating front end interfaces to interact with machine learning models.
Highly Desired Skills And Demonstrated Experience
- Demonstrated past experience/knowledge in cyber security concepts and with Sponsors cyber mission.
- Demonstrated experience developing and deploying machine learning models based on cybersecurity related workflows.
- Demonstrated experience working in Sponsors mission environment.
- 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
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