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/ consulting.
Your role and responsibilities
Led in large model application projects.
1. System architecture design and optimization: With rich experience in traditional IT system architecture design, I lead the construction and maintenance of microservice architecture to ensure high availability, high performance and scalability of the system; Use profound experience in system tuning to monitor and optimize system performance in an all-round way to ensure stable and efficient system operation. Proficient in using all kinds of middleware (such as MySQL, Redis, etc.) to provide solid technical support for system data storage and cache.
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2. Application and development of multi-modal large model: use multi-modal large model or image recognition technology to accurately extract and identify design drawings and realize automatic generation of front-end code; Actively explore and deeply apply the latest multimodal large models, such as LLava1.6, Qwen-VL, VisualGLM, etc., and constantly optimize the efficiency and quality of code generation; Work closely with UI/UX designers to understand the design intent, and work with front-end developers to ensure that the generated code is functionally and visually consistent with the project requirements.
3. Application of target detection technology: With YOLO experience in traditional small models, I can use YOLO algorithm to carry out target detection tasks, optimize and improve the YOLO model, improve the accuracy and speed of detection, and make it better serve actual business scenarios, such as precise positioning of key elements in design drawing recognition.
Required education
Bachelor's Degree
Required technical and professional expertise
1. Educational background: Master's degree or equivalent in computer science, artificial intelligence, data processing and other related fields.
2. Technical experience: research experience in deep learning, machine learning, natural language processing and other related fields; In-depth understanding of multimodal large model technology, familiar with the structure and principle of Vision-Transformer, CLIP, UniLM and other models; Experience in generating code based on large models, such as Codex, CodeFormer, etc. Master large model deployment and finetune technology, and be able to optimize models according to actual business scenarios; Proficient in YOLO tuning methods, with experience in using YOLO series models for real project development.
3. Ability and quality: good communication skills, able to accurately convey technical solutions and requirements in cross-department cooperation; Have excellent team work spirit, actively participate in team discussion and collaboration, to solve technical problems together; Have excellent team leadership, can effectively lead the team to carry out technical research and development work, including but not limited to making team work plan, reasonably allocating tasks, guiding team members to technical growth, solving internal collaboration problems, etc., to ensure timely and high-quality project delivery.
Preferred technical and professional experience
Hiring manager and Recruiter should collaborate to create the relevant verbiage.
ABOUT BUSINESS UNIT
IBM Consulting is IBM's consulting and global professional services business, with market leading capabilities in business and technology transformation. With deep expertise in many industries, we offer strategy, experience, technology, and operations services to many of the most innovative and valuable companies in the world. Our people are focused on accelerating our clients' businesses through the power of collaboration. We believe in the power of technology responsibly used to help people, partners and the planet.
YOUR LIFE @ 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?
ABOUT 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.
OTHER RELEVANT JOB DETAILS
For additional information about location requirements, please discuss with the recruiter following submission of your application.