Demo

Machine Learning Engineer Information Technology McLean, Va up to $200K

Twinn Intelligence Group, Inc.
Mc Lean, VA Full Time
POSTED ON 1/14/2025
AVAILABLE BEFORE 3/28/2025

Twinn is seeking a SME level engineer that has Machine Learning experience and a ACTIVE TS / SCI and Top Poly.

If the following job requirements and experience match your skills, please ensure you apply promptly.

REQUIRED 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.
  • 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)

HIGHLY DESIRED 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).
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    Salary : $200,000

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