Consultant, Enterprise Analytics (Data Science)

SG-AIA Tower, Singapore

AIA

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At AIA we’ve started an exciting movement to create a healthier, more sustainable future for everyone.

As pioneering innovators for over 100 years, we’re now transforming our organisation to be faster, simpler and more connected. Because we want to be even better equipped to develop digital solutions and experiences that help more people live Healthier, Longer, Better Lives.

To get there, we need people with tech/digital/analytics expertise and passion to help develop positive, sustainable change through digitally enhanced experiences that will impact the lives of millions of people and create a healthier future for everyone.

If you believe in developing a better tomorrow, read on. 

About the Role

Responsible for changing AIA’s analytics landscape by delivering best-in-class advanced data science solutions to drive business growth, improve efficiencies and reduce costs.

Role and Responsibilities

  • Develop and implement Machine Learning and GenAI models to solve business problems and improve decision-making.
  • Design, build and deploy machine learning models in production using MLOps best practices (CI/CD, monitoring, versioning)
  • Develop and manage ML workflow using Azure ML, Azure OpenAI and Azure DevOps
  • Implement AI governance frameworks, including model risk assessments, documentation and fairness audits
  • Monitor model performance and mange model lifecycle (drift detection, retraining, governance updates)
  • Document methodologies, processes, and findings to ensure transparency and reproducibility
  • Work closely with data engineers and DevOps team to ensure robust data/model infrastructure
  • Communicate findings and recommendations clearly to both technical and non-technical audiences

Requirements

  • Bachelor’s degree in data science, statistics, computer science, mathematics, or a related field.
  • 3 to 7 years of relevant hands-on experience in data science/machine learning.
  • Proficient in Python and SQL
  • Familiar with major machine learning algorithms
  • Experience with machine learning libraries and GenAI frameworks (e.g., Scikit-learn, PyTorch, LangChain)
  • Experience in maintaining Machine Learning production systems and MLOps.
  • Understanding and experience in implementation of LLM based RAG applications will be a plus.
  • Project management skills and ability to manage multiple priorities
  • A drive to learn and master new technologies and techniques
  • Knowledge of Databricks is a plus

Believe in better with AIA. If you work at AIA, you play an important part in this movement. Which is why we give you every opportunity to learn, grow and shape your career - your way! 

#LI-SF1

Build a career with us as we help our customers and the community live Healthier, Longer, Better Lives.

You must provide all requested information, including Personal Data, to be considered for this career opportunity. Failure to provide such information may influence the processing and outcome of your application. You are responsible for ensuring that the information you submit is accurate and up-to-date.

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

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Tags: AI governance Azure CI/CD Computer Science Databricks DevOps Generative AI LangChain LLMs Machine Learning Mathematics ML models MLOps OpenAI Python PyTorch RAG Scikit-learn SQL Statistics

Perks/benefits: Career development

Region: Asia/Pacific
Country: Singapore

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