Machine Learning Engineer McLean, VA 22043
1 month ago
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MANDATORY SKILLS: Demonstrated experience tuning neural networks, such as LLMs, on custom data sets and applying results to specific use cases.
Demonstrated professional or academic experience developing models and ensembles in the AI/ML space, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance.
Demonstrated professional or academic experience using Python or R.
Demonstrated professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras. (KEY EXPERIENCE FOR CUSTOMER)
Demonstrated professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries.
Demonstrated professional or academic experience with version control systems such as Github and Jenkins.
Demonstrated experience leveraging GPUs for accelerated computing. (KEY EXPERIENCE FOR CUSTOMER)
OPTIONAL SKILLS: Demonstrated professional or academic experience with the HuggingFace Transformers library and hub.
Demonstrated experience with cloud computing development and architecture.
Demonstrated experience with front-end web development frameworks such as Flask.
Demonstrated experience creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (SciKit Learn-) or deep learning models.
Demonstrated experience developing applications for semantic search.
Demonstrated professional or academic experience and proficiency with Tableau to produce visualizations and dashboards.
Demonstrated academic or professional experience communicating methodological choices and model results.
Demonstrated experience with verification and validation test benches.
Demonstrated experience with Explainable AI (XAI) techniques.
Demonstrated experience with ONNX (Open Neural Net Exchange).
About AvidTechnology Professionals
Avid Technology Professionals, LLC (ATP) is a premiere provider of software and systems engineering, and acquisition program management services for the community. ATP is actively seeking to pursue contract opportunities with other departments and agencies in the federal government, in state governments, and in the commercial sectors. Delivered by seasoned experts in the IT field, ATP solutions adeptly address the IT concerns manifesting in both the federal and commercial sectors.
Employee Benefits
The ATP Employee Benefits package includes:
A Supportive and Equitable Working Environment that is both Stimulating and Challenging
Competitive Hourly Salary
Unique Employee Success Sharing Program that allows ATP employees to Share in Company's Successes
Automatic Approved Overtime (as long as contract permits)
Retirement Pay (401K); 100% company paid, immediately vested with Profit-Sharing Component
Company Medical Coverage Plans - HMO, Open Access, PPO plans
Company Dental Plan - widely accepted, comprehensive, and flexible
Progressive Overtime Policy
Flexible Spending Account benefit
Lucrative Referral Bonus Policy
Holiday Scheduling that Coincides with Government Holidays
Robust Professional Expenses & Training Program
Computer Allowance
Internet Allowance
Short and Long Term Disability
Life Insurance
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