What are the responsibilities and job description for the Lead Data Scientist position at jll?
JLL empowers you to shape a brighter way. Our people at JLL are shaping the future of real estate for a better world by combining world class services, advisory and technology for our clients. We are committed to hiring the best, most talented people and empowering them to thrive, grow meaningful careers and to find a place where they belong. Whether you’ve got deep experience in commercial real estate, skilled trades or technology, or you’re looking to apply your relevant experience to a new industry, join our team as we help shape a brighter way forward. The ideal candidate will have a strong background in Machine Learning, Artificial Intelligence, and Large Language Model. You will be responsible for developing and implementing ML models that power AI-driven products. You will work closely with our data engineers and product manager to develop innovative solutions to complex problems. This role requires a deep understanding of ML and AI algorithms, as well as strong programming skills. We expect you to: Utilize your expertise in ML, natural language processing, and deep learning to develop innovative algorithms and methodologies for modelling tasks. · Initiate and lead research in cutting-edge AI fields like GPT models, DALL-E, and generative techniques. Implement, train, and fine-tune ML, LLM and GPT-like models on large-scale datasets to ensure optimal performance and accuracy. Hands-on coding to develop ML/AI solutions from scratch. Design the ML infrastructure and MLOps on enterprise platform. Experiences with cloud AI and Generative AI solutions such as on Azure and Alibaba AI platform. Communicate and collaborate with business and product teams to identify and define opportunities for AI-driven innovations. Requirements and skills Degree in Computer Science, Mathematics, Statistics, or a related field. 8 years of experience in AI/ML technologies and preferably focus in GenAI and LLM. Strong programming skills in Python and familiarity with AI/ML libraries and frameworks like PyTorch, TensorFlow, Keras, Langchain Strong Proficiency in coding and deploying custom AI/ML models on top of AI Cloud platforms such as Azure and Alibaba AI Experience with LLM Open AI GPT, Baidu Wenxin, etc Experience with information retrieval techniques such as RAG, vector databases, embeddings, semantic search & understanding, Working proficiency in Mandarin and English Location: On-site –Shanghai, China If this job description resonates with you, we encourage you to apply even if you don’t meet all of the requirements. We’re interested in getting to know you and what you bring to the table! At JLL, we harness the power of artificial intelligence (AI) to efficiently accelerate meaningful connections between candidates and opportunities. Using AI capabilities, we analyze your application for relevant skills, experiences, and qualifications to generate valuable insights about how your unique profile aligns with the specific requirements of the role you're pursuing. JLL Privacy Notice Jones Lang LaSalle (JLL), together with its subsidiaries and affiliates, is a leading global provider of real estate and investment management services. We take our responsibility to protect the personal information provided to us seriously. Generally the personal information we collect from you are for the purposes of processing in connection with JLL’s recruitment process. We endeavour to keep your personal information secure with appropriate level of security and keep for as long as we need it for legitimate business or legal reasons. We will then delete it safely and securely. For more information about how JLL processes your personal data, please view our Candidate Privacy Statement and Supplemental Privacy Statement for Individuals in China. For additional details please see our career site pages for each country. Jones Lang LaSalle (“JLL”) is an Equal Opportunity Employer and is committed to working with and providing reasonable accommodations to individuals with disabilities. If you need a reasonable accommodation because of a disability for any part of the employment process – including the online application and/or overall selection process – you may email us at HRSCLeaves@jll.com. This email is only to request an accommodation. Please direct any other general recruiting inquiries to our Contact Us page > I want to work for JLL. Activate your Personal Job Alerts now and receive opportunities as soon as they are advertised. If you're a current JLL employee, please apply using the Internal Career Site At JLL, we give you the opportunity, knowledge and tools to own your success, because we value what makes each of us unique. We help our people thrive, grow meaningful careers and find a place where they belong. Together, we strive to be exceptional and shape a better world. For over 200 years, JLL (NYSE: JLL), a leading global commercial real estate and investment management company, has helped clients buy, build, occupy, manage and invest in a variety of commercial, industrial, hotel, residential and retail properties. A Fortune 500® company with operations in over 80 countries around the world, our employees bring the power of a global platform combined with local expertise. Driven by our purpose to shape the future of real estate for a better world, we help our clients, people and communities SEE A BRIGHTER WAYSM. JLL is the brand name, and a registered trademark, of Jones Lang LaSalle Incorporated. For further information, visit jll.com.