Machine Learning Engineer
Oxford, England, United Kingdom
GBP 70K-80K (estimate) Senior-level Full Time
Tasks
- Build photogrammetry and terrain intelligence pipelines
- Collaborate with multidisciplinary teams to deliver usable outputs
- Design and implement machine learning validation
- Document approaches dependencies assumptions and operational procedures
- Integrate machine learning into internal tools and engine pipelines
- Monitor models and manage retraining lifecycle
- Optimize model performance for GPU accelerated workflows
- Package models and deploy inference workflows
- Research machine learning and deep learning approaches for game development
- Train and fine tune models for quality and production performance
Perks/Benefits
- Critical illness cover
- EAP mental health support
- Employee assistance program
- Enhanced family leave
- Enhanced pension scheme
- Health cash plan
- Income protection
- Interest Free Tax Free Loans
- Life assurance
- Paid time off
- Private medical insurance
Skills/Tech-stack
API Inference | AWS | Airflow | Azure | Batch inference | CI/CD | Cloud processing | Computer Vision | Digital elevation model | Docker | Experiment tracking | Feature extraction | GCP | GDAL | GPU | Geospatial | GitLab | Inference Optimization | Keras | Kubeflow | Kubernetes | Language Processing | Lidar | MLOps | MLflow | Model Evaluation | Model Tuning | Model versioning | Monitoring | Natural Language | Natural Language Processing | NumPy | Open3D | OpenCV | PDAL | Pandas | Perforce | Photogrammetry | Podman | Point Cloud | Point Cloud Processing | PyTorch | Python | Raster data | Rasterio | Remote Sensing | Retraining | Scikit-image | Scikit-learn | Semantic Segmentation | TensorFlow | Terrain analysis | Testing | Validation | Version control
Education
N/A
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