Applied Machine Learning (ML) / AI Software Engineer at Sembcorp Industries Ltd in Singapore, Singapore | Kablio

Role

Description

collaboration

ai solutions

code development

quality code

Collaborate: Work closely with business stakeholders, software and data engineers, product leads/managers to understand complex business challenges and deliver AI-powered solutions
Quality code production: Write high-quality, well-tested code following best practices and coding standards

Requirements

python

docker

kubernetes

azure

pytorch

mlflow

Bachelor’s/Master’s degree in Computer Science, Machine Learning, Data Science, or a related field.
Understanding of containerization and orchestration (Docker, Kubernetes/AKS).
3+ years of non-internship professional software development experience.
Strong foundation in data structures, algorithms, and software engineering principles.
Good to have experience with agents framework such as Langchain, vector DBs.
Innovate and Deploy: Bridge the gap between machine learning (ML) / AI model development and real-world software applications, possessing both ML expertise and full-stack development skills, to work from ideation all the way to deployment.
Practical experience in at least one of the following domains: time series forecasting, anomaly detection, search and recommendation systems, feedback control, interpretable machine learning or computer vision.
Strong communication skills with an ability to explain concepts in simple terms to technical and non-technical audiences
Experience deploying ML workloads on Microsoft Azure, Huawei or similar cloud platforms.
Experience with LLMs and emerging area of prompt-engineering.
Proficiency in frameworks like PyTorch or Tensorflow
Familiarity with Azure ML, MLflow, or similar MLOps platforms.
Demonstrated experience in requirement analysis, can transform business problems into ML solutions very well, can communicate with both technical and non-technical stakeholders clearly
Familiarity with frontend integration workflows (Angular/React, REST APIs). Frontend coding experience with Angular/React Framework is a plus.
Proficiency in Python; experience with NodeJS is a strong plus.

Benefits

Information not given or found

Training + Development

Information not given or found

Interview process

Information not given or found

Visa Sponsorship

Information not given or found

Security clearance

Information not given or found

Company

Overview

21 GW

Energy Capacity

Controls significant global energy capacity across multiple regions including Asia, UK, and Middle East.

14 GW

Renewables Capacity

Holds a substantial portion of renewable energy capacity contributing to global sustainability efforts.

5.2B

Revenue

Achieves impressive revenue figures, showcasing strong performance in gas and renewable sectors.

14,000 Ha

Urban Projects

Develops extensive urban projects covering a large area, driving infrastructure and community growth.

Founded in 1998 via merger, Sembcorp grew from Singapore-based utilities firm into global energy & urban developer.
Its core work spans gas generation, solar & wind farms, energy storage systems.
Unusual fact: Asia’s first automated materials-recovery recycling facility operator and pioneer importer of natural gas.
It trades decarbonisation assets such as green hydrogen, carbon credits and invests in CCUS solutions.

Culture + Values

Integrity and Accountability
Innovation and Excellence
Sustainability and Stewardship
Collaboration and Teamwork
Customer-Centricity

Environment + Sustainability

20% by 2025

Carbon Emissions Reduction

The company aims to reduce its carbon emissions by 20% by the year 2025, a significant step toward achieving its long-term sustainability goals.

6.4 GW Globally

Renewable Energy Capacity

Over 6.4 gigawatts of renewable energy capacity is being developed worldwide, showcasing the company's substantial commitment to clean energy infrastructure.

SGD 3 billion

Investment in Sustainability

A total of SGD 3 billion has been invested in renewable energy and sustainable infrastructure projects, underscoring the company's financial dedication to environmental initiatives.

Committed to renewable energy, with a focus on solar and wind
Carbon-neutral operations in Singapore since 2017
Net zero target by 2050

Inclusion & Diversity

30%

Women in Leadership Target

Committed to achieving 30% female representation in leadership positions by 2025.

55%

Global Workforce Makeup

Significantly more than half of the global workforce comprises women, reflecting strong diversity.

Implemented leadership development programs focused on women
Regular pay equity audits to ensure fairness across gender

Articles

Role

Description

collaboration

ai solutions

code development

quality code

Collaborate: Work closely with business stakeholders, software and data engineers, product leads/managers to understand complex business challenges and deliver AI-powered solutions
Quality code production: Write high-quality, well-tested code following best practices and coding standards

Requirements

python

docker

kubernetes

azure

pytorch

mlflow

Bachelor’s/Master’s degree in Computer Science, Machine Learning, Data Science, or a related field.
Understanding of containerization and orchestration (Docker, Kubernetes/AKS).
3+ years of non-internship professional software development experience.
Strong foundation in data structures, algorithms, and software engineering principles.
Good to have experience with agents framework such as Langchain, vector DBs.
Innovate and Deploy: Bridge the gap between machine learning (ML) / AI model development and real-world software applications, possessing both ML expertise and full-stack development skills, to work from ideation all the way to deployment.
Practical experience in at least one of the following domains: time series forecasting, anomaly detection, search and recommendation systems, feedback control, interpretable machine learning or computer vision.
Strong communication skills with an ability to explain concepts in simple terms to technical and non-technical audiences
Experience deploying ML workloads on Microsoft Azure, Huawei or similar cloud platforms.
Experience with LLMs and emerging area of prompt-engineering.
Proficiency in frameworks like PyTorch or Tensorflow
Familiarity with Azure ML, MLflow, or similar MLOps platforms.
Demonstrated experience in requirement analysis, can transform business problems into ML solutions very well, can communicate with both technical and non-technical stakeholders clearly
Familiarity with frontend integration workflows (Angular/React, REST APIs). Frontend coding experience with Angular/React Framework is a plus.
Proficiency in Python; experience with NodeJS is a strong plus.

Benefits

Information not given or found

Training + Development

Information not given or found

Interview process

Information not given or found

Visa Sponsorship

Information not given or found

Security clearance

Information not given or found

Company

Overview

21 GW

Energy Capacity

Controls significant global energy capacity across multiple regions including Asia, UK, and Middle East.

14 GW

Renewables Capacity

Holds a substantial portion of renewable energy capacity contributing to global sustainability efforts.

5.2B

Revenue

Achieves impressive revenue figures, showcasing strong performance in gas and renewable sectors.

14,000 Ha

Urban Projects

Develops extensive urban projects covering a large area, driving infrastructure and community growth.

Founded in 1998 via merger, Sembcorp grew from Singapore-based utilities firm into global energy & urban developer.
Its core work spans gas generation, solar & wind farms, energy storage systems.
Unusual fact: Asia’s first automated materials-recovery recycling facility operator and pioneer importer of natural gas.
It trades decarbonisation assets such as green hydrogen, carbon credits and invests in CCUS solutions.

Culture + Values

Integrity and Accountability
Innovation and Excellence
Sustainability and Stewardship
Collaboration and Teamwork
Customer-Centricity

Environment + Sustainability

20% by 2025

Carbon Emissions Reduction

The company aims to reduce its carbon emissions by 20% by the year 2025, a significant step toward achieving its long-term sustainability goals.

6.4 GW Globally

Renewable Energy Capacity

Over 6.4 gigawatts of renewable energy capacity is being developed worldwide, showcasing the company's substantial commitment to clean energy infrastructure.

SGD 3 billion

Investment in Sustainability

A total of SGD 3 billion has been invested in renewable energy and sustainable infrastructure projects, underscoring the company's financial dedication to environmental initiatives.

Committed to renewable energy, with a focus on solar and wind
Carbon-neutral operations in Singapore since 2017
Net zero target by 2050

Inclusion & Diversity

30%

Women in Leadership Target

Committed to achieving 30% female representation in leadership positions by 2025.

55%

Global Workforce Makeup

Significantly more than half of the global workforce comprises women, reflecting strong diversity.

Implemented leadership development programs focused on women
Regular pay equity audits to ensure fairness across gender

Articles