AI & Machine Learning, Consultant | Singapore, SG

AIA Singapore Private Limited; Singapore; On-site; USD 90,000 - 130,000; Full time

Job summary

Join AIA Singapore as an AI & Machine Learning Consultant where you'll design cutting-edge AI models to drive business solutions. With your extensive experience and passion for technology, you will help develop innovative strategies enhancing customer experiences and automating processes for a better future.

Qualifications

• 7+ years in Machine Learning/Data Science, with 3+ years in AI application development.
• Experience in NLP, computer vision, and AI model optimization.
• Strong communication skills for collaboration with teams.

Responsibilities

• Design and implement advanced generative models using AI technologies.
• Collaborate with business stakeholders to enhance user experiences.
• Conduct R&D to improve performance and efficiency of ML models.

Skills

Machine Learning

Deep Learning

Generative Models

Natural Language Processing

Computer Vision

Python

MLOps

Education

Bachelor's or Master's degree in Computer Science, AI, Data Science

Tools

TensorFlow

PyTorch

Hugging Face Transformers

AWS

Google Cloud

Azure

Job description

AI & Machine Learning, Consultant

AIA Singapore Private Limited Singapore Apply now Posted 17 hours ago Permanent Competitive

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

The role involves designing, developing, and implementing advanced generative models using cutting-edge AI technologies to achieve business objectives.

AI/ML consultant partners with business stakeholders in leveraging artificial intelligence and machine learning technologies to identify areas where AI/ML can bring improvements, such as automating processes, improving customer experiences, or gaining insights from data.

WHAT YOU WILL DO

• Design, develop, and implement advanced generative models using cutting-edge AI technologies, and maintain machine learning and deep learning models.
  
• Research and integrate mature AI solutions from the market (e.g., OpenAI, Google AI) to enhance the app's intelligence, improving service efficiency and user experience.
  
• Select and implement appropriate AI APIs/models based on business requirements, optimizing applications in areas such as NLP, computer vision, and personalized recommendations.
  
• Design, develop, and implement AI models and algorithms for NLP and Computer Vision applications.
  
• Collaborate with data scientists and engineers to design and implement machine learning pipelines using MLOps practices for Data Preparation, Model Training/Re-Training, Deployment, Inference and Monitoring.
  
• Develop and deploy scalable REST APIs to expose ML models to various business applications for online inference.
  
• Develop and implement data pipelines for curation of structured/unstructured and semi-structured data for Feature Engineering, Model Training and Batch/Online Inference.
  
• Conduct research and development activities to improve the performance and efficiency of generative models.
  

WHAT YOU SHOULD HAVE

• A bachelor's or master's degree in computer science, Artificial Intelligence, Data Science, or related fields.
  
• 7+ years of experience in a Machine Learning / Data Science and 3+ years of AI application development experience for specific industries such as financial institution, healthcare, finance or retail.
  
• Publications or contributions to the AI community through research papers, open-source projects, or conferences.
  
• Utilise frameworks like Langchain, Llamaindex, and Crew AI to create intelligent and autonomous agents.
  
• Strong knowledge of machine learning, deep learning, and generative models, with experience in training and fine-tuning GenAI models.
  
• Proven experience in machine learning operations (MLOps) and familiarity with mainstream AI services (e.g., OpenAI, Google AI) and hands-on experience with API integration.
  
• Strong proficiency in Python, with experience using AI frameworks such as TensorFlow, PyTorch, and Hugging Face Transformers.
  
• Practical experience in at least one area, such as NLP, computer vision, speech recognition, or recommendation algorithms.
  
• Experience in leveraging and fine-tuning large language models (LLMs) and Small Language Models to optimize AI applications for specific business needs.
  
• Familiarity with natural language processing techniques (tokenization, NER, sentiment analysis).
  
• Experience with computer vision tasks (image classification, object detection, segmentation).
  
• Ability to work with large datasets and knowledge of data preprocessing techniques (handling missing data, data augmentation, normalization).
  
• Experience with cloud platforms and services (AWS, Google Cloud, Azure) for deploying AI solutions.
  
• Excellent communication skills and the ability to collaborate effectively with cross-functional teams.
  

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

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AIA Group Limited and its subsidiaries (collectively “AIA” or the “Group”) comprise the largest independent publicly listed pan-Asian life insurance g...

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