AI Engineer (Openshift Container Platform) | Contract
BGC Group Singapore River Temporary
Job Description
- To develop and deploy AI/ML products
- Collaborate with data scientists, developers and engineers to transform AI/ML prototypes into scalable solutions via containerisation (e.g. Kubernetes, Docker) or Dataiku
- Architect end-to-end AI/ML solutions with a focus on LLMs, RAG and agentic workflows
- Build scalable AI pipelines, APIs and services to integrate AI/ML models with our existing enterprise systems where applicable
- Train, evaluate, optimise, monitor and maintain deployed AI/ML models and data pipelines to ensure performance, accuracy and reliability
- Lead the enhancement of AI/MLOps process by leveraging industry best practices
- Stay up to date with the latest developments in AI/ML and identify areas of opportunities to harness these technologies to improve our business offerings or enhancing performance of AI products
- Bachelor’s or Master’s degree in Computer Science, Mathematics, Statistics, or a related field
- At least 3 to 5 years of relevant working experience in AI/ML model development and deployment
- Strong understanding of AI/MLOps practices and tools
- Experience with deploying (and troubleshooting) AI solutions using various tools and platforms, including containers via tools such as Redhat Openshift Container Platform and Docker
- Knowledge of GPU cluster architecture and ability to optimise workloads such as LLM inferencing in both Windows and Linux environments
- Proficient in Machine Learning frameworks (TensorFlow, PyTorch, Hugging Face Transformers) and Programming Languages (Python, Javascript)
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