全职 Senior Data Scientist 工作, 薪水 up to SGD 8,000, CMC-APAC PRIVATE LIMITED Central Region (Singapore) 公司招聘中 - Ricebowl

Role & Responsibilities

The Senior Data Scientist will be responsible for developing production-ready data and ML solutions and supporting the design of the underlying data platform.

• Work closely with the data engineering team to design and build data pipelines and backend services for data ingestion, processing, and access across the platform.
• Develop, deploy, and maintain data models and ML models , ensuring they are production-ready and aligned with platform use cases.
• Assess available data and formulate hypotheses for potential data science and ML use cases , helping inform data collection and architecture decisions.
• Conduct hypothesis testing across candidate use cases to identify opportunities for further development.
• Collaborate with the data team on the analytics layer , ensuring data models and outputs are accessible and meaningful to downstream consumers.
• Support the ingestion and processing of data from IoT, sensors, robotics, and industrial equipment where applicable.
• Prepare data infrastructure and pipelines to support GenAI, Large Language Model (LLM), and Retrieval-Augmented Generation (RAG) use cases where required.
• Produce technical documentation covering model development decisions, pipeline design, and implementation.
• Work closely with internal teams to progressively transfer data science and ML modelling capabilities.

Requirements

• Degree in Computer Science, Engineering, Data Science, or a related field.
• 8+ years of relevant experience in Data Science and Machine Learning .
• Proven experience developing and deploying data and ML models in production environments at scale .
• Strong experience collaborating with Data Engineers on pipeline design, backend services, and analytics layer development.
• Hands-on experience with modern data platforms such as Databricks or equivalent , deployed on AWS or comparable cloud infrastructure .
• Proven track record leading data science delivery for national-scale or large and complex data platforms , having served as Lead Data Scientist for a significant portion of the project lifecycle.
• Demonstrated experience delivering comparable projects internationally at city-level or above, beyond the Singapore market .
• Familiarity with IoT and industrial messaging protocols such as MQTT, AMQP, and OPC-UA for sensor, robotics, and industrial equipment data ingestion.
• Experience working with robotics data formats, telemetry, field sensors, and equipment data streams is preferred.
• Experience designing ingestion pipelines for robotics or field-sensor data is preferred.
• Experience preparing data infrastructure and pipelines for GenAI, LLM, or RAG workloads is preferred.
• Strong communication and collaboration skills, with the ability to transfer data science and ML knowledge to internal teams.

Company Overview – CMC APAC

CMC APAC Pte. Ltd. , a member of CMC Global under CMC Corporation, is a Singapore-based regional hub delivering ICT and digital transformation solutions across the Asia-Pacific region.

As the Asia-Pacific arm of CMC Global, CMC APAC extends the Group’s technological expertise into one of the world’s most dynamic digital markets. Building on a strong foundation as a leading digital transformation (DX) provider in Vietnam, we serve as a strategic hub for delivering AI, Data, Cloud, and next-generation technology solutions across the region.

About CMC Global

CMC Global is a leading technology and AI transformation services provider, serving over 300 global clients across industries such as:

• Banking & Financial Services
• Healthcare
• Manufacturing
• Automotive

The company delivers end-to-end solutions in AI, Data, Cloud, and Digital Transformation, supporting enterprises in solving complex business challenges at scale.

Founded in 2017, CMC Global builds upon the long-standing legacy of CMC Corporation (established in 1993), one of Vietnam’s leading technology groups, with a vision to bring Vietnamese ICT solutions to the global market.

Global Presence & Capabilities

With an international network spanning Asia-Pacific, Europe, and North America, CMC Global provides:

• 24/7 global delivery capability
• Strong engineering talent pool
• Scalable and cost-effective delivery models

At CMC APAC, we combine global delivery excellence with local market expertise to support enterprises in achieving:

• Operational efficiency
• Business growth
• Sustainable, long-term value

Learn More

• CMC APAC: https://cmc-apac.sg/
• CMC Global: *************