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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, the Machine Learning Engineer will engage in the development and optimization of advanced AI models tailored to meet specific business requirements. This role demands a blend of technical expertise and innovative thinking to drive impactful solutions.

Key Responsibilities
- Design and fine-tune neural networks, particularly large language models (LLMs), utilizing custom datasets to achieve targeted outcomes.
- Develop and implement machine learning models and ensembles, ensuring the selection of optimal Python libraries and pre-processing techniques for effective analysis and model evaluation.
- Utilize programming languages such as Python or R to create robust analytical solutions.
- Employ deep learning frameworks like PyTorch, TensorFlow, or Keras to build and deploy sophisticated models.
- Leverage SQL for data manipulation, including the use of common table expressions, set operations, and nested subqueries.
- Manage version control using systems such as GitHub and Jenkins to ensure code integrity and collaboration.
- Harness GPU capabilities for enhanced computational performance.

Preferred Qualifications
- Experience with the HuggingFace Transformers library for natural language processing tasks.
- Familiarity with cloud computing architectures and development practices.
- Knowledge of front-end frameworks, such as Flask, for application development.
- Proven ability to create machine learning models for text classification and topic modeling using standard and deep learning methodologies.
- Experience in developing applications for semantic search capabilities.
- Proficiency in using Tableau for data visualization and dashboard creation.
- Strong communication skills to articulate methodological choices and model outcomes effectively.
- Experience with verification and validation processes for model testing.
- Knowledge of Explainable AI (XAI) techniques and ONNX (Open Neural Network Exchange) for model interoperability.

About Avid Technology Professionals
Avid Technology Professionals, LLC (ATP) is a leading provider of software and systems engineering solutions, as well as acquisition program management services. Our mission is to address the IT challenges faced by both federal and commercial sectors through expert-driven solutions.

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.
  • Automatic approved overtime (as permitted by contract).
  • Retirement pay (401K) with a profit-sharing component.
  • Comprehensive medical coverage plans.
  • Flexible dental plan options.
  • Progressive overtime policy.
  • Flexible spending account benefits.
  • Lucrative referral bonus policy.
  • Holiday scheduling aligned with government holidays.
  • Robust professional expenses and training program.
  • Computer and internet allowances.
  • Short and long-term disability coverage.
  • Life insurance options.