AI/ML Expert
Core
Design and implement advanced machine learning models leveraging visual and time-series data for the automotive domain.
Role type
Applied AI/ML Engineer
Builds
Production ML models for automotive applications
Domain
Automotive, Computer Vision, Time Series Analysis
Deliverable
production ML models
Required skills
Computer Vision (Object Detection, Image Segmentation, Facial Analysis, Classification), Time Series Analysis (Forecasting, Anomaly Detection), Multi-Modal Modeling, Deep Learning (CNNs, Transformers, LSTMs, GRUs), Statistical Methods (ARIMA, Prophet), Feature Engineering, Model Optimization, Hyperparameter Tuning
Preferred skills
None stated
Technologies
None explicitly listed beyond algorithm types
Responsibilities
Design, build, and validate machine learning models for complex tasks; Conduct exploratory data analysis and develop novel feature engineering techniques; Optimize model architecture and hyperparameters; Evaluate model performance using appropriate metrics and validation strategies.
Seniority
Mid-level to Senior (implied by '10+' years and 'talented')
