Senior AI/ML Researcher for Large Language Model Development
4 days ago
We are KLASS ENGINEERING & SOLUTIONS PTE. LTD., a cutting-edge company in the field of artificial intelligence and machine learning.
Job OverviewWe are seeking an experienced Senior AI/ML Researcher to lead our research and development efforts in large language model solutions. This is a challenging role that requires a deep understanding of natural language processing, generative AI, and related technologies.
About the JobThe ideal candidate will have a minimum of 2 years of experience in NLP research and a strong foundation in statistical analysis, machine learning, deep learning, and text representation techniques. You will be responsible for designing and conducting scientific experiments, utilizing NLP techniques and LLM core components to develop novel LLM solutions in cloud or on-premises environments.
Key Responsibilities:- Leading in designing the research and experiment methodology, specifically in LLM core components.
- Conduct independent research and report experiment results, research findings to stakeholders.
- Collaborate with engineering team in various data engineering tasks, including data collection, preprocessing, quality control, and augmentation, to curate high-quality datasets essential for model training,
- Utilize analytical techniques to extract meaningful insights from large datasets.
- Communicating regularly with supervisor and Research leads on scientific progress, insight and research direction.
- Publishing research papers in reputable journals and conferences is valued, it is not a strict requirement for this role.
- PhD or Master degree in Computer Science, Computer Engineering, Statistics, Engineering, or related field.
- 2-4 years of experience in research and development, specifically in one or more of the following areas:
- Natural language processing, specifically in large language model (LLM) core component, e.g., joint entity relation, information retrieval, prompt engineering, reasoning, sentiment analysis, vulnerabilities in LLM, etc.
- Generative AI, specifically in generating synthetic data.
- Demonstrate an analytical mindset with adept problem-solving skills.
- Keep abreast of the latest advancements in program-related techniques and methodologies.
- Exhibit a strong drive to deliver optimal solutions within tight timelines.
- Strong communication and organizational skills.
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