Data Scientist with Fiddler/Lumenova AI
Data Scientist with AI -----Atlanta/Charlotte (5 days office)
JD
Candidates having understanding AI model metrics, data analysis, statistical knowledge, familiarity with bias detection techniques, prompt engineering, LLM specific monitoring capabilities, visualization skills
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 and/or Lumenova AI features for comprehensive monitoring and analysis across different AI applications
Mandatory Skills:-
• Minimum 6 years of exp in Data Science
• Minimum 6 years of exp in Python Programming
• Must have machine learning model development experience
• Must have Fiddler AI and/or Lumenova AI implementation experience
• Excellent communication skills
• Proficiency in machine learning and statistical data analysis using Python
• Proficiency in using query languages such as SQL
• Good to have Data Robot experience
• Good to have Airflow experience
• Experienced in handling large datasets, both structured and unstructured
• Good to have experience in Power BI
Roles & Responsibilities:-
• Hands on experience with Fiddler (https://www.fiddler.ai/) and/or Lumenova (https://www.lumenova.ai/) Tools
• To effectively monitor Fiddler AI and/or Lumenova AI and other generative AI tools,
• Implementation of Fiddler and Lumenova AI experience is must
• Data Science model maintenance experience is must
• Experience with Azure/AWS infrastructure is a must
• Strong knowledge of Python and SQL is a must
• Understanding of Model Governance requirement is must
• Knowledge of Service Now for incident management
• Prepare dashboard and visualization, setup triggers and notifications
• Perform ML models performance monitoring using statistical techniques and Python
• Should provide insights on the robustness of the models relative to various inputs provided to the model.
• Preparing the reports based on the model output and exploratory analysis using Excel
• Develop data ingestion processes and maintain data quality
• Ensure ML models and systems meet required standards before deployment.
• Develop testing strategies for model validation.
• Implement CI/CD pipelines for model monitoring
• Create value for clients and client service teams by understanding their needs and translating them into optimal desired analytical services
• Perform legacy code migration to Python notebooks.
• Partner with client service team members to ensure timely delivery of results and recommendations
• Apply state-of-the-art advanced analytics and quantitative tools and modeling techniques in order to derive business insights and solve complex business problems
• Communicate the understanding to Business audience
Data Scientist with AI -----Atlanta/Charlotte (5 days office)
JD
Candidates having understanding AI model metrics, data analysis, statistical knowledge, familiarity with bias detection techniques, prompt engineering, LLM specific monitoring capabilities, visualization skills
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 and/or Lumenova AI features for comprehensive monitoring and analysis across different AI applications
Mandatory Skills:-
• Minimum 6 years of exp in Data Science
• Minimum 6 years of exp in Python Programming
• Must have machine learning model development experience
• Must have Fiddler AI and/or Lumenova AI implementation experience
• Excellent communication skills
• Proficiency in machine learning and statistical data analysis using Python
• Proficiency in using query languages such as SQL
• Good to have Data Robot experience
• Good to have Airflow experience
• Experienced in handling large datasets, both structured and unstructured
• Good to have experience in Power BI
Roles & Responsibilities:-
• Hands on experience with Fiddler (https://www.fiddler.ai/) and/or Lumenova (https://www.lumenova.ai/) Tools
• To effectively monitor Fiddler AI and/or Lumenova AI and other generative AI tools,
• Implementation of Fiddler and Lumenova AI experience is must
• Data Science model maintenance experience is must
• Experience with Azure/AWS infrastructure is a must
• Strong knowledge of Python and SQL is a must
• Understanding of Model Governance requirement is must
• Knowledge of Service Now for incident management
• Prepare dashboard and visualization, setup triggers and notifications
• Perform ML models performance monitoring using statistical techniques and Python
• Should provide insights on the robustness of the models relative to various inputs provided to the model.
• Preparing the reports based on the model output and exploratory analysis using Excel
• Develop data ingestion processes and maintain data quality
• Ensure ML models and systems meet required standards before deployment.
• Develop testing strategies for model validation.
• Implement CI/CD pipelines for model monitoring
• Create value for clients and client service teams by understanding their needs and translating them into optimal desired analytical services
• Perform legacy code migration to Python notebooks.
• Partner with client service team members to ensure timely delivery of results and recommendations
• Apply state-of-the-art advanced analytics and quantitative tools and modeling techniques in order to derive business insights and solve complex business problems
• Communicate the understanding to Business audience
