Ai & Machine Learning, Consultant

5 days ago

Singapore AIA Full time

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.- 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 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.-
- 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.-
- 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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