Deskripsi Pekerjaan
We are seeking a highly skilled Senior Data Scientist specializing in Computer Vision and Multimodal Large Language Models (LLMs) post-training to join our innovative team in Singapore. In this pivotal role, you will be responsible for developing and implementing cutting-edge machine learning solutions that drive data integrity and ensure the highest standards of model performance. You will collaborate with cross-functional teams to identify business challenges and translate them into data-driven solutions. The ideal candidate will have a strong background in advanced statistical modeling, deep learning architectures, and practical experience with multimodal systems. This position offers the opportunity to work on complex problems that impact our core business operations and contribute to the advancement of AI technology in the integrity domain.
Tanggung Jawab
- Design and develop advanced Computer Vision and Multimodal LLM solutions for data integrity applications
- Lead the post-training optimization and fine-tuning of large language models for specific use cases
- Collaborate with product and engineering teams to integrate data science solutions into production systems
- Conduct rigorous model evaluation and performance analysis to ensure data integrity and reliability
- Stay current with the latest research and developments in Computer Vision, NLP, and multimodal AI
- Present findings and technical recommendations to both technical and non-technical stakeholders
- Mentor junior data scientists and contribute to the development of best practices within the team
Kualifikasi
- Master's or PhD degree in Computer Science, Mathematics, Statistics, or related field
- 5+ years of experience in data science with a focus on Computer Vision and NLP
- Strong expertise in deep learning frameworks such as TensorFlow, PyTorch, or JAX
- Experience with post-training optimization techniques for large language models
- Proficiency in Python and related data science libraries (Pandas, NumPy, Scikit-learn)
- Strong problem-solving skills with the ability to translate complex business problems into technical solutions
- Excellent communication skills with the ability to articulate technical concepts to diverse audiences