AI/ML Engineer
uvation
Job description
About the role
The AI/ML Engineer will design, develop, and deploy machine-learning models that power intelligent automation and data-driven decision-making across the business. Working closely with software engineers, data analysts and product owners, you will translate business problems into scalable AI solutions.
Key responsibilities
- Design, build and deploy ML models for classification, regression, NLP, computer vision or time-series forecasting.
- Prepare, clean and engineer features from structured and unstructured data sets.
- Package models with Docker and serve them via Flask/FastAPI or Kubernetes, implementing CI/CD pipelines using MLflow, Airflow or Kubeflow.
- Monitor production models for drift, latency and performance, and continuously improve them.
- Collaborate with stakeholders to define AI use cases such as recommendation engines, chat-bots or fraud detection.
- Stay current with research and experiment with cutting-edge techniques like large language models and generative AI.
- Document experiments, pipelines and best practices to ensure reproducibility and compliance.
Required profile
- 3–5 years of hands-on experience developing and deploying machine-learning models.
- Strong understanding of supervised, unsupervised and deep-learning algorithms.
- Proven ability to work in cross-functional teams and communicate technical concepts to business audiences.
Required skills
- Python programming
- TensorFlow or PyTorch frameworks
- Docker containerisation
- Flask or FastAPI for model serving
- Kubernetes orchestration
- CI/CD tools such as MLflow, Airflow or Kubeflow
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Published 3 weeks ago
Expires 1 month from now
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