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AI Solutions Engineer

2 months ago

Bloomington, Illinois, United States Avid Technology Professionals, LLC Full time
Position Overview
As a key contributor at Avid Technology Professionals, LLC, you will engage in the design and implementation of advanced machine learning solutions tailored to meet specific client needs. Your expertise will play a crucial role in enhancing our AI capabilities and delivering high-quality results.

Core Responsibilities
- Leverage your experience in tuning neural networks, particularly large language models (LLMs), to optimize performance on custom datasets.
- Develop and refine models and ensembles within the AI/ML domain, selecting optimal Python libraries and executing pre-processing actions to ensure effective analysis and model evaluation.
- Utilize your proficiency in Python or R to create robust machine learning applications.
- Apply deep learning frameworks such as PyTorch, TensorFlow, or Keras to develop innovative solutions.
- Employ SQL for data manipulation, including the use of common table expressions, set operations, and nested subqueries.
- Manage version control using systems like GitHub and Jenkins to maintain project integrity.
- Harness GPU technology for accelerated computing to enhance processing efficiency.

Preferred Qualifications
- Familiarity with the HuggingFace Transformers library and its applications.
- Experience in cloud computing architecture and development.
- Knowledge of front-end web development frameworks, such as Flask, to support machine learning applications.
- Proven ability to create models for text classification and topic modeling using standard machine learning or deep learning techniques.
- Experience in developing applications for semantic search.
- Proficiency in using Tableau for data visualization and dashboard creation.
- Strong communication skills to articulate methodological choices and model outcomes.
- Experience with verification and validation test benches to ensure model reliability.
- Understanding of Explainable AI (XAI) techniques and ONNX (Open Neural Net Exchange) for model interoperability.

About Avid Technology Professionals
Avid Technology Professionals, LLC (ATP) is a leading provider of software and systems engineering, along with acquisition program management services. Our team of seasoned experts is dedicated to addressing IT challenges across federal and commercial sectors, ensuring the delivery of effective solutions.

Employee Benefits
The ATP Employee Benefits package includes:
  • A supportive and equitable working environment that fosters growth and innovation.
  • Competitive hourly salary.
  • A unique employee success sharing program.
  • Automatic approved overtime, subject to contract provisions.
  • Retirement plan (401K) with 100% company contribution and profit-sharing component.
  • Comprehensive medical coverage options.
  • Flexible dental plan.
  • Progressive overtime policy.
  • Flexible spending account benefits.
  • Lucrative referral bonus program.
  • Holiday scheduling aligned with government holidays.
  • Robust professional development and training opportunities.
  • Computer and internet allowances.
  • Short and long-term disability coverage.
  • Life insurance benefits.