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 (Computer Vision & Time Series)
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), Deep Learning (CNNs, Transformers, LSTMs, GRUs), Statistical Methods (ARIMA, Prophet), Feature Engineering, Model Optimization, Hyperparameter Tuning, Exploratory Data Analysis
Preferred skills
State-of-the-art technique application, Multi-Modal Modeling
Technologies
CNNs, Transformers, LSTMs, GRUs, ARIMA, Prophet
Responsibilities
Design, build, and validate machine learning models for complex tasks; Conduct in-depth exploratory data analysis; Develop novel feature engineering techniques for image and time-series data; Optimize model architecture and hyperparameters; Rigorously evaluate model performance using appropriate metrics.
Seniority
Mid-Senior, hands-on IC
