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Introduction
The Data Scientist role requires a highly analytical individual proficient in Python programming, algorithm，database management, and data science methodologies. You’ll focus on extracting insights from data, developing and implementing machine learning models, managing big data infrastructure, and supporting AI-driven product development.
Votre rôle et vos responsabilités

1. Led/participated in large model application projects, built high-performance RAG system, optimized the accuracy and efficiency of retrieval and generation modules;

2. Design model tuning schemes (LoRA/P-Tuning/ full parameter tuning, etc.) to improve the performance of the model in the vertical field;

3. Explore large model compression and inference acceleration technologies to promote model industrial deployment;

4. Build innovative solutions such as domain knowledge enhancement and multi-modal data fusion;

5. Tracked the industry technology dynamics (such as Agent/ long context optimization), and promoted the team's technology upgrade.

Formation requise
Licence
Expertise professionnelle et technique requise

1. More than 2 NLP/ large model project experience, leading RAG system development (familiar with LangChain/LlamaIndex and other frameworks)

 2. Proficient in large model tuning technology chain: data cleaning - prompt engineering - efficient parameter fine-tuning - evaluation alignment

 3. Master PyTorch/TensorFlow framework and have distributed training/multi-card parallel practical experience

 4. With 100 billion parameter model pre-training/industry large model landing experience is preferred

 5. Have good communication skills and self-drive, can effectively lead the team to carry out technical research and development work, and ensure the timely and high-quality delivery of projects.

Expertise professionnelle et technique préférée

Hiring manager and Recruiter should collaborate to create the relevant verbiage.

À propos de la Business Unit

IBM Consulting est l'activité de conseil et de services professionnels mondiaux d'IBM, avec des capacités de pointe dans la transformation des entreprises et des technologies. Avec une expertise approfondie dans de nombreux secteurs, nous offrons des services de stratégie, d'expérience, de technologie et d'exploitation à un grand nombre des entreprises les plus innovantes et les plus précieuses du monde. Nos collaborateurs se concentrent sur l'accélération des activités de nos clients grâce au pouvoir de la collaboration. Nous croyons au pouvoir de la technologie utilisée de manière responsable pour aider les gens, les partenaires et la planète.

VOTRE VIE CHEZ IBM

In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.

Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.

 

Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.

 

Are you ready to be an IBMer?

À propos d'IBM

IBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.

 

Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. 

 

At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.

IBM is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

Autres détails pertinents sur le poste

For additional information about location requirements, please discuss with the recruiter following submission of your application.