What are the responsibilities and job description for the Qortex Team Member position at PassiveLogic?
About the Job
This is a unique opportunity to join PassiveLogic as an AI Benchmark Architect. As a key member of our Qortex team, you'll apply advanced analytics to identify best practices for various neural net and knowledge graph models. This will enhance our generative models and RAG algorithms for building performance, occupant comfort, and sensing algorithms.
Responsibilities
- Design and Implementation: Develop and implement meaningful benchmarks for evaluating real-world performance. Define and interpret key performance indicators (KPIs) for autonomous systems.
- Data Analysis and Management: Conduct an in-depth analysis of collected data, identifying patterns, insights, and anomalies that can influence system performance. Manage data from sensors and control systems, as well as virtual data from simulation environments.
- Collaboration and Communication: Work closely with the Formal Methods team to provide refinement ideas for automated physical and statistical-based testing. Create evaluation metrics for measuring AI model performance and fairness across diverse tasks.
Requirements
- Education: MS/PhD in Data Science, Computer Science, Mechanical/Electrical Engineering, or equivalent experience.
- Technical Skills: Strong statistical analysis skills and experience with machine learning techniques. Proficiency in programming languages like Python, C , Swift, and Rust.
- Soft Skills: Exceptional communication skills, organized and strategic thinking, collaborative mindset, adaptability, and problem-solving abilities.
