- Geylang Southeast (Singapore) Singapore
Kerja Sepenuh Masa Senior Data Engineer, Gaji tinggi SGD 12,000 di Singtel Southeast (Singapore) - Maukerja
Kongsi
Simpan
Lokasi Kerja
Penerangan Kerja
Tanggungjawab
Powering the Future with AIDA
To lead the next phase of our AI evolution, we’ve launched a new business unit
AIDA
–
Artificial Intelligence & Data Analytics
– a strategic engine driving our transformation designed to scale our AI ambitions with precision and purpose.
This marks a
pivotal shift
in how we operate, innovate, and serve to embed intelligence into every layer of our business.
At
Singtel
, this is more than a technology upgrade. It’s a
strategic transformation
that redefines how value is created across the enterprise core—
augmenting human capabilities
and unlocking entirely new potential. It is a transformation journey by aligning
people, platforms, and processes
under one cohesive strategy. Our mission is to build
AI literacy
, and foster a culture where
intelligence empowers people
.
We welcome you to join us
on a transformational journey that’s reshaping the telecommunications industry — and redefining what’s possible with AI at its core.
Grow with us
in a workplace that champions
innovation
, embraces
agility
, and puts
human potential
at the heart of everything we do.
Be a Part of Something BIG!
Design, build, productionize, and support scalable document parsing and content extraction pipelines on a modern hybrid cloud platform, handling structured and unstructured data including PDFs, PPTX, Excel, Word, images, scanned documents, videos, audios, charts, tables etc
Design and implement OCR, VLM, and multimodal AI pipelines leveraging state-of-the-art models (e.g., GPT- [4/5]o, vision-language models, Text-to-Speech) for accurate content extraction, layout understanding, and table/chart interpretation
Develop and optimize embedding models, including fine-tuning and domain adaptation to support organization-specific terminology, keywords, and semantic search use cases
Implement knowledge ingestion, indexing, and retrieval pipelines for RAG (Retrieval-Augmented Generation) and agentic GenAI systems, ensuring high recall, precision, and low-latency retrieval
Make an Impact by:
Build and maintain data ingestion pipelines for batch and streaming data sources using tools/library like Kafka, LlamaIndex, LangChain, PyMuPDF, MSAL etc.
Implement layout-aware parsing to accurately preserve document structure, hierarchy, and reading order (using OCR, VLM, and multimodal AI solutions).
Extract accurate numeric and semantic data from complex charts and irregular tables while preventing hallucinations.
Assist in integrating data from diverse source systems (files, APIs, databases, streaming)
Implement, fine-tune, and optimize embedding models to support organization-specific terminology, improving semantic search, retrieval accuracy, and downstream GenAI performance.
Help maintain metadata and pipeline documentation for transparency and traceability
Participate in integrating pipelines with tools such as Microsoft Fabric, Databricks, Delta Lake, and other platform components
Build and maintain knowledge base and RAG solution on cloud (Azure)
Implement and operate knowledge base storage, lifecycle management and embedding/vectorization
Contribute to automation efforts using version control and CI/CD workflows
Apply basic data governance and access control policies during implementation.
Skills for Success:
Bachelor’s degree in Computer Science, Engineering, or a related field
1–3 years of experience in data engineering or data platform development. Fresh graduates encouraged to apply as well.
Proven ability to independently build basic batch or streaming document processing pipelines
Hands-on experience with Python, PyTorch, PEFT, LoRA, OCR, VLM, LLM, prompting, Text-to-Speech models and SQL for data transformation and validation
Familiarity with Apache Spark (especially PySpark) and large-scale data processing concepts
Experience with implementing knowledge base and RAG solutions for agentic AI use cases
Self-starter with strong problem-solving skills and a keen attention to detail
Able to work independently while collaborating effectively with senior engineers and other stakeholders
Strong documentation and communication skills
Are you ready to say hello to BIG Possibilities?
Take the leap with Singtel to unlock new opportunities and accelerate your growth. Apply now and start your empowering career!
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
To lead the next phase of our AI evolution, we’ve launched a new business unit
AIDA
–
Artificial Intelligence & Data Analytics
– a strategic engine driving our transformation designed to scale our AI ambitions with precision and purpose.
This marks a
pivotal shift
in how we operate, innovate, and serve to embed intelligence into every layer of our business.
At
Singtel
, this is more than a technology upgrade. It’s a
strategic transformation
that redefines how value is created across the enterprise core—
augmenting human capabilities
and unlocking entirely new potential. It is a transformation journey by aligning
people, platforms, and processes
under one cohesive strategy. Our mission is to build
AI literacy
, and foster a culture where
intelligence empowers people
.
We welcome you to join us
on a transformational journey that’s reshaping the telecommunications industry — and redefining what’s possible with AI at its core.
Grow with us
in a workplace that champions
innovation
, embraces
agility
, and puts
human potential
at the heart of everything we do.
Be a Part of Something BIG!
Design, build, productionize, and support scalable document parsing and content extraction pipelines on a modern hybrid cloud platform, handling structured and unstructured data including PDFs, PPTX, Excel, Word, images, scanned documents, videos, audios, charts, tables etc
Design and implement OCR, VLM, and multimodal AI pipelines leveraging state-of-the-art models (e.g., GPT- [4/5]o, vision-language models, Text-to-Speech) for accurate content extraction, layout understanding, and table/chart interpretation
Develop and optimize embedding models, including fine-tuning and domain adaptation to support organization-specific terminology, keywords, and semantic search use cases
Implement knowledge ingestion, indexing, and retrieval pipelines for RAG (Retrieval-Augmented Generation) and agentic GenAI systems, ensuring high recall, precision, and low-latency retrieval
Make an Impact by:
Build and maintain data ingestion pipelines for batch and streaming data sources using tools/library like Kafka, LlamaIndex, LangChain, PyMuPDF, MSAL etc.
Implement layout-aware parsing to accurately preserve document structure, hierarchy, and reading order (using OCR, VLM, and multimodal AI solutions).
Extract accurate numeric and semantic data from complex charts and irregular tables while preventing hallucinations.
Assist in integrating data from diverse source systems (files, APIs, databases, streaming)
Implement, fine-tune, and optimize embedding models to support organization-specific terminology, improving semantic search, retrieval accuracy, and downstream GenAI performance.
Help maintain metadata and pipeline documentation for transparency and traceability
Participate in integrating pipelines with tools such as Microsoft Fabric, Databricks, Delta Lake, and other platform components
Build and maintain knowledge base and RAG solution on cloud (Azure)
Implement and operate knowledge base storage, lifecycle management and embedding/vectorization
Contribute to automation efforts using version control and CI/CD workflows
Apply basic data governance and access control policies during implementation.
Skills for Success:
Bachelor’s degree in Computer Science, Engineering, or a related field
1–3 years of experience in data engineering or data platform development. Fresh graduates encouraged to apply as well.
Proven ability to independently build basic batch or streaming document processing pipelines
Hands-on experience with Python, PyTorch, PEFT, LoRA, OCR, VLM, LLM, prompting, Text-to-Speech models and SQL for data transformation and validation
Familiarity with Apache Spark (especially PySpark) and large-scale data processing concepts
Experience with implementing knowledge base and RAG solutions for agentic AI use cases
Self-starter with strong problem-solving skills and a keen attention to detail
Able to work independently while collaborating effectively with senior engineers and other stakeholders
Strong documentation and communication skills
Are you ready to say hello to BIG Possibilities?
Take the leap with Singtel to unlock new opportunities and accelerate your growth. Apply now and start your empowering career!
The Singtel Group is Asia's leading communications group, providing a wide spectrum of multimedia and infocomms technology (ICT) solutions across 3 global business units.
Group Consumer focuses on next-generation communication, infotainment and technology services to consumers and small businesses. Group Enterprise provides innovative and comprehensive ICT solutions, i.e. satellite services, international data and managed services, cloud computing, enterprise mobility services, and end-to-end solutions. Group Digital L!fe strives to bring people together with a cutting edge mix of digital services such as NextGen TV, e-books, music, digital concierge, cloud-based gaming and hyperlocal content.
Headquartered in Singapore, Singtel’s 130 years of operating experience has played a pivotal role in the country’s transformation into a major communications hub. Our Australian arm, Optus is an innovative leader in integrated telecommunications. Through our strategic investments in five regional mobile operators, Telkomsel, Globe Telecom, Advanced Info Service, PBTL, and Bharti Airtel, we are a major communications player in Asia and Africa.
Singtel is the largest listed company on the Singapore Exchange by market capitalisation. We have a vast network of offices in countries and territories throughout Asia Pacific, in Europe, USA and Australia. The Group employs more than 21,000 staff worldwide and has served 468 million mobile customers globally as of 31 March 2013.
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