ML Engineer

Job Purpose:

To develop and implement cutting-edge AI/ML solutions for Aston Martin customers as well as Aston Martin colleagues in different departments, focusing on predictive maintenance, connected car technologies and AI-driven automotive organisation. This role will be crucial in transforming our data-driven initiatives from concept to production.

Key Duties & Responsibilities:

Design and implement scalable ML pipelines for data processing, model training, and deployment Develop AI-powered solutions for predictive maintenance and connected car applications Optimise and deploy ML models for both cloud and edge computing environments Collaborate with cross-functional teams to integrate AI solutions into production workflows Contribute to proof-of-concept projects and transition them to full-scale implementations Implement MLOps best practices, including version control, testing, and model monitoring Analyse and process data from various sources such as Azure Databricks, ML Studio, ML Flow and AWS Sagemaker. Building and maintaining stakeholder relationships. Internally, the role will interact with various teams to enable end-to-end AI workflows. Externally, the position requires working with and overseeing external vendors and partners supporting the delivery of AI projects.

Qualifications:

Bachelor's degree in Computer Science, Data Science, AI, ML or a related technical field.

Essential experience for this role:

Developing proof-of-concept prototype AI/ML models and deploying into production environments Working with cloud technologies and cloud platforms such as Azure and AWS Implementing MLOps practices and tools Programming in Python and using ML frameworks such as TensorFlow or PyTorch

Preferred experience:

Working in the automotive industry or with IoT data Developing AI solutions for predictive maintenance Implementing edge computing solutions, particularly in automotive applications Using containerization technologies like Docker Working with time-series data and real-time data processing Developing or working with AI-powered chatbots or knowledge graph systems Using JIRA and Confluence for project management and documentation.

About You:

Strong problem-solving skills and attention to detail Excellent communication skills, able to explain complex technical concepts to non-technical stakeholders Proactive and self-motivated with the ability to work independently and as part of a team Adaptable and comfortable working in a fast-paced, start-up-like environment Enthusiasm for learning new technologies and tackling challenging problems Ability to manage multiple projects and priorities effectively

Belong at Aston Martin

We understand that the incredible beauty, craft and art that defines an Aston Martin comes from the inclusion of our amazing people.

We welcome the unique contributions that you can bring in terms of your education, opinions, culture, ethnicity, race, sex, gender identity and expression, nation of origin, age, languages spoken, colour, religion, disability, sexual orientation and beliefs. We celebrate diversity and are seeking applicants who can bring something different.