Machine Learning Engineer (Contract)
AND Digital10 hours ago
London, United KingdomMid Level
Responsibilities
- Deploy and operate artificial intelligence and machine learning architectures in production ecosystems.
- Construct high-volume batch-processing systems, real-time microservices, automated continuous retraining, and system observability.
- Architect sustainable solutions across the full machine learning lifecycle while preserving product outcomes.
- Develop deployment pipelines and containerized production systems.
- Evaluate and communicate technical trade-offs with engineering peers and non-technical business partners.
- Align model performance with commercial KPIs and broader business objectives where applicable.
Requirements
- Hands-on experience deploying and operating AI and machine learning architectures in production.
- Proficiency in high-volume batch processing, real-time microservices, automated retraining, and observability.
- Deep understanding of the complete machine learning lifecycle and sustainable solution architecture.
- Strong technical foundations in Python and SQL.
- Experience with modern modeling toolkits such as PyTorch, TensorFlow, and Scikit-learn.
- Practical experience with public cloud environments, preferably Google Cloud Platform and its technologies.
- Experience with deployment pipelines, version control, and containerization platforms such as Docker and Kubernetes.
- Familiarity with generative AI, large language models, and agent orchestration tools such as ADK, LangChain, or AutoGen.
- A degree in Computer Science, Data Science, Engineering, or an equivalent technical field is desirable but not essential.
- At least three years of professional experience as a Machine Learning Engineer or Data Engineer is desirable but not essential.
- Strong communication, collaboration, adaptability, attention to detail, and commercial awareness.
Benefits
- Contract position.
- The employer supports equal opportunities and can provide adjustments during the application or interview process.
Tech Stack
Categories
About AND Digital
AND Digital is a London-headquartered consulting firm that builds and modernises web and mobile products, cloud platforms, and data capabilities for large consumer and enterprise brands. It embeds cross-functional teams with clients to deliver software while upskilling in-house teams through agile coaching and digital learning. Founded in 2014 and privately held, it operates across the UK and Netherlands; clients have included British Airways and Heineken.