orchestration frameworks. Write high-quality Python code and contribute to cloud-native applications and services. Apply MLOps best practices, including CI/CD, containerisation, monitoring and observability. Partner with data scientists, engineers and business stakeholders to translate business challenges into impactful AI solutions. Monitor, evaluate and improve deployed models while … programming skills and understanding of modern backend architectures. Experience working with cloud platforms and production-grade AI systems. Knowledge of MLOps, CI/CD, containerisation and model monitoring. Experience building data pipelines for model training, fine-tuning and inference. Solid grounding in machine learning, statistics and model evaluation techniques. Strong ...