Senior Technical Lead - GenAI/Machine Learning
HCL SINGAPORE PTE. LTD.
Responsibilities
Skills Requirement
- Assist in the development and maintenance of the AI Lab's global sandbox platform.
- Ensure the platform is effectively used for experimenting with AI applications.
- Contribute to the continuous improvement of the platform based on user feedback and technological advancements.
- Collaborate with cross-functional teams to integrate AI solutions into the sandbox environment.
- Provide technical guidance and support to teams using the sandbox for AI product development.
- Conduct research and development (R&D) to stay up-to-date with the latest advancements in AI, machine learning, Large Language Model frameworks.
- Provide technical guidance and support in the AI domain to teams under incubation that develop AI products.
- Analyse and interpret data to provide actionable insights and recommendations.
- Optimize and fine-tune AI models for performance, scalability, and accuracy.
- Assist in the technology aspects of the structured AI product incubation and acceleration program.
- Ensure AI Products and experiments are developed in alignment with Organization's core risk, data protection, technology risk management policies, and regulations.
- Contribute to the implementation of rigorous quality assurance processes to maintain the highest standards of AI solutions.
- To work on the delivery of high-quality AI products, continuous improvement, experimentation, and development of Organization's AI expertise.
- Collaborate with cross-functional teams, including technology, AI, and business stakeholders, to integrate AI solutions into products and services.
- Work with external partners, including higher education institutions, start-ups, and hyperscale's expert teams and government agencies.
- Contribute to a culture of innovation, continuous learning, and knowledge sharing within the AI Lab.
- Mentor and guide junior engineers in AI and machine learning best practices.
- Contribute to the development of AI talent through participation in education and training programs.
- Engage with the external AI ecosystem to stay updated with the latest trends and advancements.
- Represent organization at industry events and conferences to showcase the company's AI capabilities.
Skills Requirement
- Bachelor's degree in Computer Science/ Artificial Intelligence/ Machine Learning, or a related field.
- Proven experience 4-7 years in developing and deploying AI models and algorithms.
- Strong technical background in data, AI, and modern cloud infrastructure.
- Good programming skills in languages such as Python, R.
- Experience with machine learning frameworks and libraries (e.g., LLM frameworks, Computer Vision, NLP frameworks, TensorFlow, PyTorch, scikit-learn).
- Knowledge of data preprocessing, feature engineering, model evaluation, MLOPs, LLMOps techniques.
- Familiarity with cloud platforms and services (e.g., AWS, Google Cloud, Azure).
- Excellent problem-solving skills and attention to detail.
- Ability & Passion for innovation and a drive to position at the forefront of AI in the Insurance industry/domain.
JOB SUMMARY
Senior Technical Lead - GenAI/Machine Learning
HCL SINGAPORE PTE. LTD.
Singapore
11 days ago
N/A
Full-time
Senior Technical Lead - GenAI/Machine Learning