TITLE: AI Engineer
LOCATION: Atlanta, GA or Minneapolis, MN (on-site 3 days a week)
ANTICIPATED DURATION: Until the end of 2025

To effectively monitor using Fiddler AI or Lumenova tools implemented use cases, key skills include: understanding AI model metrics, data analysis, 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; all while being able to leverage Fiddler AI’s or Lumenova features for comprehensive monitoring and analysis across different AI applications

AI Engineer Responsibilities:

• 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

AI Engineer Requirements:

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

The hourly pay rate range for this position is $80 to $83 (dependent on factors including but not limited to client requirements, experience, statutory considerations, and location). Benefits available to full-time employees: medical, dental, vision, disability, life insurance, 401k and commuter benefits.
 
Synergis is proud to be an Equal Opportunity Employer.  We value diversity and do not discriminate on the basis of race, color, ethnicity, national origin, religion, age, gender, gender identity, political affiliation, sexual orientation, marital status, disability, military/veteran status, or any other status protected by applicable law.
 
Qualified applicants with arrest or conviction records will be considered for employment in accordance with the requirements of applicable state and local laws, including but not limited to, the San Francisco Fair Chance Ordinance, the City of Los Angeles’ Fair Chance Initiative for Hiring Ordinance, the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.
 
For immediate consideration, please forward your resume to dreeves@synergishr.com
 
If you require assistance or an accommodation in the application or employment process, please contact us at dreeves@synergishr.com.

Synergis is a workforce solutions partner serving thousands of businesses and job seekers nationwide. Our digital world has accelerated the need for businesses to build IT ecosystems that enable growth and innovation along with enhancing the Total Experience (TX). Synergis partners with our clients at the intersection of talent and transformation to scale their balanced teams of tech, digital and creative professionals. Learn more about Synergis at www.synergishr.com.

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