Machine Learning Engineer
2 weeks ago
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-orientated 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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