Innovative Intelligence Specialist
4 days ago
Patsnap is a leading SaaS-based innovation intelligence service provider with 1200 employees worldwide and customers from more than 40 countries.
About UsWe help R&D leaders maximize the value of innovation intelligence within their R&D workflow and strategic planning. As global leaders in connected innovation intelligence, Patsnap utilizes AI technology to comb through billions of datasets, connecting innovators and helping them make informed decisions.
Job DescriptionWe are seeking an Innovative Intelligence Specialist to join our team
Responsibilities:- Multimodal data extraction, performing data extraction on text, tables, and images in life science, intellectual property, materials, and tele-communications fields;
- Designing and iterating large-scale semantic search systems;
- Researching and implementing LLM-related technologies, optimizing generative large models, and implementing them in business scenarios;
- Improving existing systems independently through research and experimentation;
- Aligning large models with business goals through technologies such as SFT, PEFT, DPO/PPO.
- Bachelor's degree or higher in mathematics, computer science, or related field;
- Familiarity with at least one programming language (Python, Java, C++), strong engineering capabilities;
- Familiarity with common machine learning/deep learning algorithms, experience with deep learning frameworks like TensorFlow, PyTorch, and distributed training;
- Understanding of GPT principles, including prompt engineering, fine-tuning, transformers, and other key technologies;
- Experience in information extraction, machine reading comprehension, information retrieval, and familiarity with large model principles and efficient parameter fine-tuning techniques.
As a member of our team, you will enjoy a competitive salary range of $140,000 - $200,000 per year, commensurate with experience. You will also have opportunities for growth, professional development, and collaboration with a talented team of innovators.
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