Machine Learning/AI Engineer

Role: Machine Learning/AI Engineer
Location: Atlanta, GA or Minneapolis, MN (3 days on site)
Duration: Contract till the end of the year, possible to extend
Compensation: $70.00-$80.00/hr
Work Requirements: , Holders or Authorized to Work in the US

Qualified candidates please send Resumes directly to Margot Parsons at

TOP REQUIREMENTS:

• Fiddler tool (3-5 years)
• Lumenova tool (3-5 years)
• Azure/cloud knowledge (3-5 years)
• AI use case implementation (3-5 years)

JOB DESCRIPTION:
To effectively monitor using Fiddler AI or Lumenova tools implemented use cases, key skills include:

• Understanding AI model metrics, data analysis, and statistical knowledge
• Familiarity with bias detection techniques, prompt engineering, LLM specific monitoring capabilities, visualization skills, and the ability to interpret model explanations to identify potential issues like hallucinations, safety violations, and data drift
• Being able to leverage Fiddler AI's or Lumenova features for comprehensive monitoring and analysis across different AI applications

Specific skills to focus on when monitoring Fiddler AI and Lumenova AI tools:

• Model performance metrics:
  • Accuracy, precision, recall, F1-score, perplexity, BLEU score (depending on the AI task)
  • Monitoring changes in these metrics over time to detect model drift
• Data analysis:
  • Identifying patterns and anomalies in input data and model outputs
  • Analyzing data distributions to detect potential biases
• Bias detection:
  • Understanding protected attributes and how to assess bias across different demographic groups
  • Utilizing Fiddler's fairness metrics like disparate impact and equal opportunity
• Prompt engineering:
  • Crafting effective prompts to test model behavior and identify potential issues
  • Understanding how different prompts can influence model responses
• LLM specific monitoring:
  • Identifying and mitigating hallucinations (generated text that is factually incorrect)
  • Detecting safety violations like toxic language or personal information leaks
  • Monitoring for prompt injection attacks
• Visualization skills:
  • Creating dashboards and visualizations to effectively communicate model performance and potential issues
  • Using tools like 3D UMAP to identify clusters and patterns in data
• Model explainability:
  • Interpreting model explanations provided by Fiddler to understand why a model made a certain prediction
  • Utilizing these explanations to identify areas for model improvement
• Fiddler AI or Lumenova platform knowledge:
  • Familiarity with Fiddler's / Lumenova features like data ingestion, model monitoring, bias detection, and root cause analysis
• Azure/cloud knowledge: maintain/debug the cloud platform stack working with the cloud engineers, work with vendors to upgrade the software, debug user issues

Our benefits package includes:

• Comprehensive medical benefits
• Competitive pay
• 401(k) retirement plan
• ...and much more!

About INSPYR Solutions
Technology is our focus and quality is our commitment. As a national expert in delivering flexible technology and talent solutions, we strategically align industry and technical expertise with our clients' business objectives and cultural needs. Our solutions are tailored to each client and include a wide variety of professional services, project, and talent solutions. By always striving for excellence and focusing on the human aspect of our business, we work seamlessly with our talent and clients to match the right solutions to the right opportunities. Learn more about us at inspyrsolutions.com.

INSPYR Solutions provides Equal Employment Opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, disability, or genetics. In addition to federal law requirements, INSPYR Solutions complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities

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