Model Development: Design, train, and evaluate machine learning models (eg, supervised/unsupervised learning, deep neural networks, or Generative AI).
Data Pipelines: Construct and maintain data pipelines to clean, process, and feed data into models.
Deployment & MLOps: Deploy trained models into production environments and monitor them for drift, accuracy, and performance over time.
Optimization: Tune hyperparameters and optimize code for scalability, latency, and resource efficiency.

Programming: Proficiency in Python or R, and querying databases using SQL.
ML Frameworks: In-depth knowledge of libraries like TensorFlow, PyTorch, or Keras.
Math & Statistics: Strong foundation in linear algebra, calculus, probability, and statistical analysis.
Cloud & Tools: Familiarity with cloud platforms (eg, AWS, Google Cloud Platform, Azure) and CI/CD tools.

1 Infoplus Technologies Uk Ltd jobs in Scotland