Descrição do trabalho
Data Science Specialist
We are seeking a Data Science Specialist to play a crucial role in evaluating and assessing Generative AI systems. As a key member of our GenAI team, you will collaborate with product managers and engineers to define and measure metrics for user engagement and satisfaction.
- Main Responsibilities:
- Design and analyze metrics for user engagement and satisfaction;
- Prepare data for analysis by cleansing, transforming, and performing quality checks;
- Evaluate and test Generative AI performance using automated evaluation, adversarial testing, human-in-the-loop evaluations, and custom behavioral metrics;
- Craft templates and instructions to measure system behavior, optimizing for challenging edge cases;
- Develop monitoring systems to track LLM behavior in production, capturing key metrics around information retrieval and latency;
- Analyze A/B tests to optimize chatbot interactions and user engagement;
- Create interactive dashboards for real-time visualization of performance metrics and insights.
- Main Requirements:
- Bachelor's degree in Computer Science, Data Science, Machine Learning, Statistics, or a related field;
- Proficiency in Python for data handling and analysis;
- Advanced NoSQL and SQL skills for querying large datasets;
- Strong problem-solving abilities, with a focus on experimental design and data analysis;
- Ability to work collaboratively in a team environment and communicate effectively across different departments;
- Excellent verbal and written communication skills, with the ability to explain complex technical concepts;
- Fluent in English.
- About this Role
This is an exciting opportunity to join our GenAI team as a Data Science Specialist. You will be working closely with our product managers and engineers to develop and evaluate Generative AI systems. If you have a passion for data analysis and machine learning, we would love to hear from you.
- What We Offer:
- A dynamic and collaborative work environment;
- The opportunity to work on cutting-edge projects in Generative AI;
- A competitive salary and benefits package.