Machine Learning Architect

1 week ago


Singapore Astek Singapore Innovation Technology Full time $90,000 - $120,000 per year

Astek is offering a role of ML Architect for our projects based in Singapore.
**Responsibilities**:
- Defining the processes, standards, frameworks, prototypes and toolsets in support of **AI and ML development **, monitoring, testing and operationalization. This includes decisions around leveraging open-source, augmented **ML, pretrained ML models or integrated AI PaaS solutions.**:
- Establishing operational efficiency in AI initiatives by becoming the liaison with and developing a feedback loop between **data science development and business use cases **to ensure delivery of business value.
- Architecting, designing, directing and leading AI and ML solutions that are scalable, fault-tolerant and low-bias and that can be integrated and operationalized using available tools and resources.
**Requirements**:
- Minimally 8 years of relevant experience
- Knowledge **ML operationalization and orchestration (MLOps) **tools, techniques and platforms. This includes scaling delivery of models managing and governing **ML Models **and managing and **scaling AI platforms**:
- Have experience in designing system that leverages **Big Data Processing framework, such as Spark**:
- Have experience in designing system that leverages Containerization platform, such as **OpenShift or Kubernetes**:
- Have knowledge about **Machine Learning **and **Data Science **concepts, tools and automation processes.
- Have experience in defining the processes, standards, frameworks, prototypes and toolsets in support of **AI and ML development, monitoring, testing and operationalization **.



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