AI/ML Expert
Core
Designing and implementing advanced algorithms to extract patterns, make predictions, and solve analytical challenges using visual and time-series data for the automotive domain.
Role type
Senior Applied AI/ML Engineer (Computer Vision & Time Series)
Builds
Production ML models for automotive applications
Domain
Automotive industry + Computer Vision & Time Series Analysis
Deliverable
production ML models
Required skills
Deep Learning (CNNs, Transformers, LSTMs, GRUs), Computer Vision (Object Detection, Image Segmentation, Facial Analysis), Time Series Analysis (Forecasting, Anomaly Detection), Multi-Modal Modeling, Feature Engineering, Model Optimization, Statistical Methods (ARIMA, Prophet)
Preferred skills
State-of-the-art technique application
Technologies
CNNs, Transformers, LSTMs, GRUs, ARIMA, Prophet
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; Rigorously evaluate model performance using appropriate metrics.
Seniority
Senior, hands-on IC
