AI/ML Expert
Core
Design and implement advanced machine learning models leveraging visual and time-series data for the automotive domain.
Role type
Senior 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), Time Series Forecasting, Deep Learning (CNNs, Transformers, LSTMs, GRUs), Statistical Modeling (ARIMA, Prophet), Feature Engineering, Model Optimization, Hyperparameter Tuning, Data Analysis
Preferred skills
Multi-Modal Modeling, Anomaly Detection, Classification of sequential data
Technologies
CNNs, Transformers, LSTMs, GRUs, ARIMA, Prophet
Responsibilities
Design and validate machine learning models for complex tasks; Conduct exploratory data analysis and develop feature engineering techniques; Optimize model architecture and hyperparameters; Evaluate model performance using appropriate metrics.
Seniority
Senior, hands-on IC
