Senior Data Scientist

3 weeks ago

Singapur, Singapore Citi Full time

Whether you’re at the start of your career or looking to discover your next adventure, your story begins here. At Citi , you’ll have the opportunity to expand your skills and make a difference at one of the world’s most global banks. We’re fully committed to supporting your growth and development from the start with extensive on-the-job training and exposure to senior leaders, as well as more traditional learning. You’ll also have the chance to give back and make a positive impact where we live and work through volunteerism.

Shape your Career with Citi

Enter any content that you want to repeat, including other content controls. You can also insert this control around table rows in order to repeat parts of a table.

We’re currently looking for a high caliber professional to join our team as Assistant Vice President/Vice President,Senior Data Scientist (Large Language Model/Credit Risk Modeling) - Hybrid (Internal Job Title: Specialized Analytics Ld Anlst - C13 ) based in Singapore. Being part of our team means that we’ll provide you with the resources to meet your unique needs, empower you to make healthy decision and manage your financial well-being to help plan for your future. For instance:

Citi provides programs and services for your physical and mental well-being including access to telehealth options, health advocates, confidential counseling and more. Coverage varies by country. We believe all parents deserve time to adjust to parenthood and bond with the newest members of their families. That’s why in early 2020 we began rolling out our expanded Paid Parental Leave Policy to include Citi employees around the world. We empower our employees to manage their financial well-being and help them plan for the future. Citi provides access to an array of learning and development resources to help broaden and deepen your skills and knowledge as your career progresses. We have a variety of programs that help employees balance their work and life, including generous paid time off packages. We offer our employees resources and tools to volunteer in the communities in which they live and work. In 2019, Citi employee volunteers contributed more than 1 million volunteer hours around the world.

The Specialized Analytics Lead Analyst is a strategic professional who stays abreast of developments within own field and contributes to directional strategy by considering their application in own job and the business. The successful candidate will work as an analytical individual contributor under Institutional Credit Management – Portfolio Management - Analytics and Infrastructure Data Scient team. The team is staffed with a group of data, analytics, Artificial Intelligence and technology professionals from multiple geo-locations: London, Singapore and Hong Kong. The team serves a in-business analytics and technology function to provide best-in-class analytics and AI solution and implementation for other ICM PM functions comprised of subject matter expert from Credit Risk and Business domain including Portfolio Health Monitoring, Covenant Monitoring, Exception Management, Limits Management, Early Warning Credit Management and Counterparty Credit Risk.

In this role, you’re expected to:

Drive AI/Machine Learning development and implementation especially around Generative AI Large Language Model for Wholesale Lending and Counterparty Credit Risk analytics. Work independently or collaboratively (depending on the circumstance) to help business stakeholders to identify analytical/technical opportunities to improve the existing process or address existing pain points. Work with large and complex data sets (both internal and external data) to evaluate, recommend, and support the implementation of credit risk strategies using a variety of programing and AI tools (e.g. SQL, Python, C, Spark, Sikilearn, Tensorflow, PyTorch, HuggingFace, Large Language Model etc.). Design and implement Early Warning Indicators for Credit Risk, Counterparty Risk, Portfolio Health, Covenant Monitoring using either traditional statistical approach or advanced AI/ML modeling, graph analytics approach. Design and implement statistical and risk-driven solution for Limits Management and Exception Management. Be actively involved in and responsible for elements of the design / implementation / coding of feature driven analytic models, including data structure / design to support the delivery of such. Responsible for all the Risk and Controls requirement in analytics or technical process such as documentation, testing, and ongoing performance monitoring.

As a successful candidate, you’d ideally have the following skills and exposure:

Minimum 6-10 years of working experience in AI/ML domain preferably in Finance/Risk analytics field Must have demonstrated ability in programing skills using Python/C/SQL/Spark for data processing and data analytics. Must have solid knowledge and implementation experience of basic AI/Machine Learning such as Logistics Regression, Support Vector Machine, Random Forrest, Isolation Forrest, XGBoost. Must have solid knowledge and implementation experience of Large Language Model pipeline: Pre-trained LLM (such as Llama, Mistral), GPT, RAG, Fine-tuning, Prompt Engineering. Vector DB, LangChain, LlamaIndex etc. Working knowledge of Graph Analytics and the relevant tools such as TigerGraph, Neo4j etc. will be a huge plus. Working experience in Wholesale Credit Risk (Lending or Counterparty) analytics is not a must but a plus. Excellent analytic ability and problem solving skills. Excellent communication and interpersonal skills, be organized, detail oriented, and adaptive to matrix work environment

------------------------------------------------------

Job Family Group:

Decision Management

------------------------------------------------------

Job Family:

Specialized Analytics (Data Science/Computational Statistics)

------------------------------------------------------

Time Type:

Full time

------------------------------------------------------

  • Senior Data Scientist

    4 weeks ago

    Singapur, Singapore Micron Full time

    Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it...

  • Scientist/Senior Scientist, ARTC

    1 week ago

    Singapur, Singapore A*STAR Full time

    The Advanced Remanufacturing and Technology Centre (ARTC) is a public-private partnership consortium of more than 80 industry members. Our core mission is to develop and deploy advanced manufacturing solutions and upskill the workforce to drive local industry competitiveness. Smart Virtual Systems (SVS) Group is seeking a highly motivated Scientist/ Senior...

  • Data scientist

    2 weeks ago

    Singapur, Singapore Aon Full time

    Data Scientist  Aon is in the business of better decisions At Aon, we shape decisions for the better to protect and enrich the lives of people around the world. As an organization, we are united through trust as one inclusive, diverse team, and we are passionate about helping our colleagues and clients succeed. Aon is currently recruiting a Data...

  • Data Scientist

    4 weeks ago

    Singapur, Singapore Micron Full time

    Our vision is to transform how the world uses information to enrich life for all. Join an inclusive team passionate about one thing: using their expertise in the relentless pursuit of innovation for customers and partners. The solutions we build help make everything from virtual reality experiences to breakthroughs in neural networks possible. We do it...

  • Data Scientist

    4 days ago

    Singapur, Singapore Snaphunt Full time

    The OfferExcellent career development opportunitiesGreat work environmentLeadership RoleThe JobJob Description:Our client is seeking a talented and experienced Data Scientist to join our team. The ideal candidate will be passionate about utilizing data science methodologies to derive insights from digital device sensor data coming from clinical studies and...

  • Data Scientist

    1 month ago

    Singapur, Singapore Office of Governmentwide Policy Full time

    Summary As a Data Scientist, you will serve as the subject matter expert in the highly technical and specialized area of data sciences, performing complex studies that span business processes and operations at the program and enterprise levels.  Location of position:  This is a VIRTUAL position within General Services Administration, Office of...

  • Data Scientist

    1 month ago

    Singapur, Singapore Helius Full time

    As a Machine Learning Scientist, you will work collaboratively with our Data Scientists and Data Analysts to develop analytical frameworks and reliable measurement strategies for eCommerce. In this role, you will be responsible for working on models to optimize customer experience, enhance the ROI of marketing campaigns, detect abuse in marketing...

  • Senior Environmental Scientist

    4 weeks ago

    Singapur, Singapore Advisian Full time

    Job Description - Senior Environmental Scientist (SIN00JE)Senior Environmental Scientist-SIN00JECompany:Worley Primary Location :Singapore Job :Environmental Schedule :Full-timeEmployment Type:EmployeeJob Level:Experienced Job Posting :Mar 26, 2024 Unposting Date :Jun 24, 2024Reporting Manager Title:Managing Consultant: 51,000 people. 49...

  • Senior Data Scientist

    1 month ago

    Singapur, Singapore Grab Full time

    Life at Grab At Grab, every Grabber is guided by The Grab Way, which spells out our mission, how we believe we can achieve it, and our operating principles - the 4Hs: Heart, Hunger, Honour and Humility. These principles guide and help us make decisions as we work to create economic empowerment for the people of Southeast Asia.   Get to know our Team ...

  • Data Scientist

    4 weeks ago

    Singapur, Singapore Parkway Pantai Limited Full time

    The Role Data Science is a newly created function within the Group Data CoE team at IHH. We are looking for a Data Scientist with strong business acumen who are passionate in solving business, operational, and clinical problems. You will bring along technical expertise in Machine Learning, Statistical Analysis and Inference, Operational Research and...

  • Senior Medical Laboratory Scientist

    4 weeks ago

    Singapur, Singapore Khoo Teck Puat Hospital (KTPH) Full time

    Job Description Job Family Allied Health Working Location Yishun (North) Working Hours 2-Rotating Shift, Office Hours Job Level Senior Executive Education Level Master Degree Senior Medical Laboratory Scientist | NHG

  • Senior / Scientist, Nutrition - BH2 (SIFBI)

    4 weeks ago

    Singapur, Singapore A*STAR Full time

    We are seeking a highly skilled and experienced Scientist/ Senior Scientist to join our team, possessing deep domain knowledge in human digestion and comprehensive research background in human in vitro and in vivo digestion studies. The successful candidate will play a leading role in designing and executing digestion studies, interpreting data to advance...

  • Scientist/Senior Scientist, AI, ARTC

    4 weeks ago

    Singapur, Singapore A*STAR Full time

    About the role The Smart Remanufacturing Systems Group is looking for a Scientist/Senior Scientist with related research experience in machine vision and artificial intelligence. In this role, you will be responsible for driving the group's research in the area of product disassembly automation via machine vision and artificial intelligence. Job...

  • Information Technology

    4 weeks ago

    Singapur, Singapore Singapore Airlines Full time

    Job DescriptionSIA has multiple positions for generative AI/deep learning experts to drive our AI and data science initiatives. Key Responsibilities include: Member of the in-house AI Center-of-Excellence team that works on challenging problems in advanced AI (including areas on generative multimodal AI, autonomous agent, NLP, computer vision, recommender...

  • Senior Scientist, Molecular Biology

    3 weeks ago

    Singapur, Singapore Thermo Fisher Scientific Full time

    The Scientist III, Molecular Biology, will take a leading role in verification and validation (V&V) and change validation of instrument systems with the emphasis on molecular biology and biochemistry. The successful candidate will provide technical expertise on a project and department level and will be encouraged to integrate into a multifaceted and...

  • Lead Data Scientist

    1 week ago

    Singapur, Singapore TikTok Full time

    About the team The success of data business model hinges on the supply of a large volume of high quality labeled data that will grow exponentially as our business scales up. However, the current cost of data labeling is excessively high. The Data Solutions team is built to understand data strategically at scale for all Global Business Solution (GBS)...

  • Data Scientist, Marketing Analytics and Insights

    3 days ago

    Singapur, Singapore Nanyang Technological University Full time

    The Corporate Communications Office (CCO) manages the University’s strategic communications to consistently portray NTU as a global university founded on science and technology, with strengths in business, humanities, education and medicine. CCO produces and publishes content across digital channels spanning social media, NTU’s corporate website (in...

  • Scientist/Senior Scientist

    4 weeks ago

    Singapur, Singapore A*STAR Full time

    The CPPS group is seeking a highly motivated scientist or senior scientist to lead and conduct research in Industry 5.0 smart manufacturing solutions and integrating digital technologies with AI-enabled physical production systems that promote human-centricity, environmental sustainability, and value chain resilience in manufacturing. The ideal candidate...

  • Senior Data Engineer

    4 weeks ago

    Singapur, Singapore BBGC Full time

    Job Description: Senior Data EngineerPosition Overview: We are seeking a highly skilled and experienced Senior Data Engineer to join our dynamic team. The Senior Data Engineer will be responsible for designing, implementing, and maintaining scalable data pipelines and infrastructure to support our organization's data needs. The ideal candidate will have a...

  • Senior Scientist

    4 weeks ago

    Singapur, Singapore A*STAR Full time

    Senior Scientist for Advanced Photonics As part of IME's Photonics & Sensors Department, the candidate will take the lead for the development of advanced photonics integration. This could include but not limited as photonic heterogeneous integration by bring various best-in-class materials into silicon wafer, electro-photonics integration, etc. You will...