Machine Learning Engineer
Arrows is looking for a Machine Learning Engineer
Job description
What you’ll be doing
Model Development:
Design, train, and optimise machine learning models for user personalisation, including recommendation systems, ranking models, user segmentation, and content understanding, with a strong focus on TensorFlow-based development.
Data Pipeline Engineering:
Build and maintain scalable data pipelines to support feature engineering and model training across large structured and unstructured datasets, leveraging cloud‑native tooling.
Production Deployment:
Deploy, monitor, and maintain ML models in production environments, including cloud‑based model serving on GCP. Ensure high availability, strong performance, and continuous model relevance.
Experimentation:
Lead A/B testing and offline experimentation to evaluate model performance and guide ongoing improvement.
Cross‑Functional Collaboration:
Work closely with engineering, product, data, and research teams to ensure ML solutions align with product and business goals.
Research & Innovation:
Stay informed on advances in machine learning, deep learning, and personalisation, and evaluate their integration into existing systems.
What you'll bring
- End‑to‑end experience across the ML lifecycle: model development, training, deployment, monitoring, and continuous maintenance.
- Strong proficiency in Python and ML frameworks, with expertise in TensorFlow (and experience with PyTorch).
- Experience with GCP machine learning and data services (e.g., Vertex AI, Dataflow, BigQuery, AI Platform, Pub/Sub).
- Hands‑on experience with ML training frameworks such as TFX or Kubeflow Pipelines, and model‑serving technologies like TensorFlow Serving, Triton, or TorchServe.
- Background working with large‑scale batch and real‑time data processing systems.
- Strong understanding of recommender systems, ranking models, and personalisation algorithms.
- Familiarity with Generative AI and its use in production environments.
- Strong communication skills and analytical problem‑solving abilities.
Extra information
- Status
- Open
- Education Level
- Secondary School
- Location
- Twickenham
- Type of Contract
- Full-time jobs
- Published at
- 04-02-2026
- Full UK/EU driving license preferred
- No
- Car Preferred
- No
- Must be eligible to work in the EU
- No
- Cover Letter Required
- No
- Languages
- English
Get similar vacancies sent to your mailbox
Fill in below which area you are searching in for a similar function and don't forget your e-mail address!