Jobs

    Senior Data Scientist - Singapur, Singapore - Citi

    Citi
    Citi Singapur, Singapore

    4 days ago

    Default job background
    Full time
    Description

    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

  • IKIGAI ENABLERS

    Data Scientist

    1 week ago

    IKIGAI ENABLERS Singapore

    **Data Scientist + Consultant (Min exp. 8 years) · Experience on econometric modelling, linear/multi-regression modelling · Experience identifying data patterns, points and report building · Programming in R, python, any reporting tool (Power BI) · Ability to translate data into ...

  • Singapore Management University

    Data Scientist

    1 week ago

    Singapore Management University Singapore

    COMPANY DESCRIPTION · Singapore Management University is a place where high-level professionalism blends together with a healthy informality. The 'family-like' atmosphere among the SMU community fosters a culture where employees work, plan, organise and play together - building a ...

  • TETRIXX PTE. LTD.

    Data Scientists

    5 days ago

    TETRIXX PTE. LTD. Singapore

    At Tetrixx, when it comes to improving the environment and building sustainable solutions, no challenge is too big to take on. Tetrixx is where your years of intense training and experience come to make sense, giving you real purpose, immense pride in what you do and, more import ...

  • WHIZMEAL PTE. LTD.

    Data Scientist

    2 days ago

    WHIZMEAL PTE. LTD. Singapore

    **About Whizmeal**: · At Whizmeal, we are at the forefront of innovation in the F&B, hospitality, lifestyle, and events industries. Leveraging AI and behavioral science, we empower businesses to enhance customer experiences, drive revenue growth, and achieve operational efficienc ...

  • MAS Monetary Authority of Singapore

    Data Scientist

    9 hours ago

    MAS Monetary Authority of Singapore Singapore

    Data Science & AI - Data Analyst/Data Scientist \ Data Science & AI - Machine Learning/Artificial Intelligence ...

  • Dyson

    Data Scientist

    1 week ago

    Dyson Singapore

    **Summary**: · **Salary**: · Competitive · Team: · Data Science and Engineering · **Location**: · Singapore - St James Power Station Headquarters · **About us**: · We are on an exciting data journey, aiming to transform our business through the Connectivity of our machines, and t ...

  • The Cap Consulting Group Pte Ltd

    Data Scientist

    1 week ago

    The Cap Consulting Group Pte Ltd Singapore

    **Has a PHD degree as a minimum with 3 to 7 years of relevant data scientist/quant researcher exp. Or cands with a Masters with the relevant commodity/equity trading industry experience will also be considered.**: · - **Expert knowledge in statistical modelling and machine learni ...

  • Dyson

    Data Scientist

    1 day ago

    Dyson Singapore

    **Summary**: · **Salary**: · Competitive · Team: · Data Science and Engineering · **Location**: · Singapore - St James Power Station Headquarters · **About us**: · We are on an exciting data journey, aiming to transform our business through the Connectivity of our machines, and t ...

  • SMRT TRAINS LTD.

    Data Scientist

    1 week ago

    SMRT TRAINS LTD. Singapore

    **Job Purpose**: · The Lead Data Scientist will work with stakeholders to leverage data analytics and identify patterns based on aggregate data to find risks or opportunities, as well as to make performance change recommendations. S/he will create forecasts using analytics inform ...

  • Singapore Shell Employees' Union Co-operative Ltd

    Data Scientist

    1 week ago

    Singapore Shell Employees' Union Co-operative Ltd Singapore

    Contract Role for **12 Month** · Working Location**:Buona Vista** · Working Hours**:8 am pm** · - **Where you fit in?**_ · Shell's global Trading and Supply business is one of the largest energy trading operations in the world with key hubs in Singapore, Dubai, Houston, London, a ...

  • TECHNOLOGY SERVICES GROUP PTE. LTD.

    Data Scientist

    1 week ago

    TECHNOLOGY SERVICES GROUP PTE. LTD. Singapore

    We are seeking a highly skilled and experienced Data Scientist with expertise in machine learning and knowledge of finance to help build and deploy an AI-powered trading system for our company. In this role, you will work closely with our development team to define the data requi ...

  • ScienTec Consulting

    Data Scientist

    1 week ago

    ScienTec Consulting Singapore

    **We are looking for a Data Scientist looking to make an impact by contributing to nation-wide initiatives.** · - Opportunity to work on large scale data science projects. · - Flexible work arrangements. · - Attractive remuneration package. · **Responsibilities**: · - Research an ...

  • NextWave Partners

    Data Scientist

    9 hours ago

    NextWave Partners Singapore

    Location: · - Singapore- Job Type: · - Permanent- Discipline: · - Data, AI & Analytics- Salary: · - Negotiable- Contact: · - KarMun Cheah**Title**:Data Scientist · **Location**:Singapore (Changi) / Hybrid Working · **About the Role** · - Sustainable focused travel-tech organizati ...

  • nSearch Global Pte Ltd

    Data Scientist

    5 days ago

    nSearch Global Pte Ltd Singapore

    -nSearch Global Pte Ltd · Singapore · Posted 1 day ago Contract Negotiable · Our client, one of world's largest financial services institutions is looking for: · **Data Scientist** · **Responsibilities**: · - The Data scientist will be involved in building cutting edge algorithms ...

  • HAIER SINGAPORE INVESTMENT HOLDING PTE. LTD.

    Data Scientist

    4 days ago

    HAIER SINGAPORE INVESTMENT HOLDING PTE. LTD. Singapore

    **COMPANY BACKGROUND** · Haier is the number one brand of Major Appliances in the world with 9.7 percent of global market share. Headquartered in Qingdao, Haier has over 80,000 employees across 30 countries in the world. · Haier Singapore is one of the holding companies under Hai ...

  • AZENDIAN

    Data Scientist

    1 week ago

    AZENDIAN Singapore

    Data Scientist_Senior Data Scientist · Full Time · Malaysia, Singapore · **What We Do Matters**: · Azendian Solutions is an Artificial Intelligence, data science solutions and operations technology start up, contributing to smart city solutions with a current focus on Education a ...

  • Doctor Anywhere

    Data Scientist

    9 hours ago

    Doctor Anywhere Singapore

    **About the Team** · The Data team within Doctor Anywhere oversees all of the company's data-related requirements. The goal is to use the data to assist the company in making product/business decisions, and measure its effectiveness. This team works closely with our Product, Engi ...

  • Singtel

    Data Scientist

    1 day ago

    Singtel Singapore

    **Data Scientist**: · **Date**:21 Mar 2024 · **Location**: Singapore, Singapore · **Company**:Singtel Group · **Be a Part of Something BIG** · This is a Data Scientist role in Advanced Analytics team to support Financial & Lifestyle Services (eg. Insurance) on activities related ...

  • GVT Government Technology Agency (GovTech)

    Data Scientist

    2 days ago

    GVT Government Technology Agency (GovTech) Singapore

    Join us as we support Singapore's vision of building a Smart Nation - a nation of possibilities empowered through info-communications technology and related engineering. · **Who we are** · The mission of GovTech's Data Science and Artificial Intelligence Division (DSAID) is to up ...

  • Dyson

    Data Scientist

    1 week ago

    Dyson Singapore

    **Summary**: · **Salary**: · Competitive · Team: · Data Science and Engineering · **Location**: · Singapore - Technology Centre · **Job Description**: · - ABOUT THE ROLE · Dyson's multidisciplinary Energy Storage development team is responsible for delivering cells from early pro ...