Applied AI Specialist

Sembcorp Industries Ltd; Singapore; On-site; SGD 80,000 - 120,000; Full time

Job summary

A leading energy and urban solutions provider in Singapore is seeking an experienced software developer to innovate and deploy machine learning applications. The role requires a Bachelor's/Master's degree, plus extensive software development experience, proficiency in ML frameworks like PyTorch, and strong communication skills. Collaborating with stakeholders, you will optimize and scale solutions to drive energy transition. Join a company dedicated to making impactful contributions to sustainable energy.

Qualifications

• 3+ years of non-internship professional software development experience.
• Practical experience in time series forecasting, anomaly detection, or feedback control.
• Experience deploying ML workload on cloud platforms like Microsoft Azure.

Responsibilities

• Innovate and deploy solutions bridging ML and software applications.
• Optimise and scale ML frameworks and AI models for deployment.
• Collaborate with stakeholders to deliver AI-powered solutions.
• Produce high-quality, well-tested code following best practices.

Skills

Machine Learning expertise

Full-stack development skills

Proficiency in Python

Strong communication skills

Education

Bachelor’s/Master’s degree in Computer Science, Machine Learning, Data Science, or a related field

Tools

PyTorch

TensorFlow

Docker

Kubernetes

Job description

AboutSembcorp

SembcorpisaleadingenergyandurbansolutionsproviderheadquarteredinSingapore.Ledbyitspurposetodriveenergytransition,Sembcorpdeliverssustainableenergysolutionsandurbandevelopmentsbyleveragingitssectorexpertiseandglobaltrackrecord.

KeyRoles&Responsibilities

• InnovateandDeploy: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.

• OptimiseandScale:Leverage on existing latest ML frameworks and AI models, to create optimized, maintainable and scalable code that can be deployed as/or into a product.

• Collaborate:Work closely with business stakeholders, software and data engineers, product leads/managers to understand complex business challenges and deliver AI-powered solutions

• Qualitycodeproduction:Write high-quality, well-tested code following best practices and coding standards

Qualifications,Skills&Experience

• Bachelor’s/Master’s degree in Computer Science, Machine Learning, Data Science, or a related field.

• 3+ years of non-internship professional software development experience.

• 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.

AppliedMachineLearning(ML)Skills:

• Proficiency in frameworks like PyTorch or Tensorflow

• Strong foundation in data structures, algorithms, and software engineering principles.

• Experience with LLMs and emerging area of prompt-engineering.

• Experienced deploying ML workload on Microsoft Azure, Huawei or similar cloud platforms.

• Good to have experience with agents framework such as Langchain, vector DBs.

• Familiarity with AzureML, MLflow, or similar MLOps platforms.

SoftwareEngineering+CloudSkills:

• Proficiency in Python; experience with NodeJS is a strong plus.

• Familiarity with frontend integration workflows (Angular/React, REST APIs). Frontend coding experience with Angular/React Framework is a plus.

• Understanding of containerization and orchestration (Docker, Kubernetes/AKS).

SoftSkills:

• Demonstrated experience in requirement analysis, can transform business problems into ML solutions very well, can communicate with both technical and non-technical stakeholders clearly

• Strong communication skills with an ability to explain concepts in simple terms to technical and non-technical audiences

OurCultureatSembcorp

AtSembcorp,ourcultureisshapedbyastrongsetofsharedbehavioursthatguidethewayweworkandupholdourcommitmenttodrivingtheenergytransition.

Wefosteraninstitution-firstmindset,wherethesuccessofSembcorptakesprecedenceoverindividualinterests.Collaborationisattheheartofwhatwedo,asweworkseamlesslyacrossmarkets,businesses,andfunctionstoachieveourgoalstogether.Accountabilityisacoreprinciple,ensuringthatwetakeownershipofourcommitmentsanddeliveronthemwithintegrityandexcellence.Thesevaluesdefinewhoweareandcreateaworkplacewhereourpeoplecanthrivewhile makingameaningfulimpactondrivingenergytransition.

Joinusinmakingarealimpact!