Job Description
Key Responsibilities:
- Work with the existing AI Operations (AIOps) team to maintain and enhance an in-house developed Cyber Security Machine Learning Platform for the AI Team and Deployment Team
- Develop integrated services to automate the retraining and deployment of Machine Learning and LLM-based models
- Deploy and maintain Large Language Models (LLMs) in production using production-ready serving frameworks such as vLLM, TensorRT, and similar
- Ensure that deployed machine learning and LLM models remain functional and performant in production
- Develop end-to-end pipelines as part of AIOps for developed models
- Ensure that AI/ML applications are scalable on Kubernetes (on-premise and cloud)
- Work on optimisation so that models can handle large volumes of data in a production environment
- Embody the company's core values in work and interactions with colleagues, customers and vendors
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