AI/ML Expert

About the role

We are seeking a talented Applied AI/ML Engineer to develop sophisticated models that leverage both visual and time-series data. In this role, you will focus on designing and implementing advanced algorithms to extract meaningful patterns, make accurate predictions, and solve complex analytical challenges. Your primary responsibility will be hands‑on model development (for deploying into the automotive domain), from data analysis and feature engineering to training and evaluation.

Key responsibilities

• Advanced Model Development: design, build, and validate machine learning models for computer‑vision, time‑series, and multi‑modal tasks.
• Algorithm Implementation: implement and train deep‑learning architectures (CNNs, Transformers, LSTMs, GRUs) and statistical methods (ARIMA, Prophet) while staying current with state‑of‑the‑art techniques.
• Data Analysis & Feature Engineering: conduct exploratory data analysis and develop novel feature‑engineering techniques for image and time‑series data.
• Model Optimization & Evaluation: build computationally efficient models, rigorously evaluate performance with appropriate metrics, and optimise architecture and hyperparameters.

Required skills

• CNN
• Transformers
• LSTM
• GRU
• ARIMA
• Prophet