Talent.com
Tawaran kerja ini tidak tersedia di negara anda.
Analytics Modelling & Analytics Manager

Analytics Modelling & Analytics Manager

CTOSSelangorMalaysia, Selangor, Malaysia
15 jam yang lalu
Penerangan pekerjaan

Overview

We are seeking an experienced Analytics Modelling & Analytics Manager to lead the development of advanced risk models for a leading credit bureau. The role focuses on building and validating statistical and machine learning models that power decision-making across the credit lifecycle. The scope includes both traditional bureau models and alternative data models , depending on use cases. The successful candidate will combine strong technical modelling expertise with hands-on data processing skills , managing projects end-to-end across diverse data sources.

Responsibilities

  • Design, develop, validate, and maintain predictive risk models using credit bureau and alternative datasets.
  • Build specialized models such as : bureau scorecards, collections / recovery models, client-specific models, income proxy / affordability models, and alternative-data-based risk models.
  • Test applicability of alternative data in the absence of bureau data.

Data Processing & Analytics

  • Extract, transform, and process large and complex datasets for modelling.
  • Develop efficient data pipelines using Python, SAS, SQL, and big data management tools .
  • Conduct rigorous feature engineering, data quality checks, and exploratory analysis.
  • Explore and integrate diverse datasets (payment, trade, telco, digital footprint, etc.).
  • Model Governance & Compliance

  • Ensure models comply with regulatory standards and internal governance.
  • Document methodology, assumptions, validation results, and monitoring plans.
  • Stakeholder Management

  • Work with banks, financial institutions, and fintech clients to deliver fit-for-purpose models.
  • Present complex results clearly to both technical and business stakeholders.
  • Manage end-to-end modelling projects, including scoping, design, development, and delivery.
  • Guide junior analysts and set best practices in modelling and analytics.
  • Requirements

  • Bachelor’s or Master’s degree in Statistics, Mathematics, Economics, Data Science, or related field.
  • 5–7 years’ hands-on experience in credit risk model development within financial institutions, fintechs, or credit bureaus.
  • Strong proficiency in statistical modelling techniques (logistic regression, survival models, ML techniques).
  • Proficiency in modelling and data processing tools : Python, SAS, SQL, big data management platforms.
  • Solid understanding of credit bureau and alternative data.
  • Experience in model governance, validation, and regulatory compliance.
  • Strong communication and stakeholder engagement skills.
  • KPIs / Success Measures

  • Delivery of models within agreed project timelines and client expectations.
  • Achieving or exceeding target predictive power benchmarks (e.g., GINI ≥ 45, KS ≥ 0.35, or as per client / regulatory standards).
  • Demonstrated uplift in client outcomes (e.g., higher approval rates, improved collections, lower bad rates).
  • Accuracy and robustness of models under backtesting and out-of-time validation.
  • Adoption rate of models by clients (implementation into production).
  • Compliance with regulatory, audit, and governance standards (zero critical findings).
  • Contribution to innovation through successful testing of new data sources and techniques.
  • Effective knowledge transfer and capability building within the team.
  • Nice-to-Have

  • Experience with AWS or other cloud-based analytics environments.
  • Familiarity with advanced ML techniques (XGBoost, LightGBM, neural networks).
  • Regional experience in Asia or emerging markets.
  • What We Offer

  • Opportunity to shape the next generation of bureau and alternative data models.
  • Exposure to high-impact projects with banks, fintechs, and regulators.
  • Collaborative and innovative environment with strong career growth potential.
  • CTOS Digital is a key player in the ASEAN credit reporting landscape, enabling digital credit solutions through strategic investment and innovation. We empower individuals and businesses to make sound credit decisions through access to data and insights with greater ease and speed.

    #J-18808-Ljbffr

    Buat amaran kerja untuk carian ini

    Manager • SelangorMalaysia, Selangor, Malaysia

    Pekerjaan yang berkaitan
    • Dinaikkan pangkat
    • Baharu!
    Pricing and Analytics (Sr. Executive / Asst. Manager)

    Pricing and Analytics (Sr. Executive / Asst. Manager)

    MSIG MalaysiaKuala Lumpur, Kuala Lumpur, Malaysia
    You will join the Pricing Division of the Pricing and Analytics team, supporting pricing, portfolio analysis, and data analytics initiatives—including Machine Learning—in line with regulatory, actu...Tunjukkan lagiKemas kini terakhir: 15 jam yang lalu
    • Dinaikkan pangkat
    Senior Data Tooling Services Manager

    Senior Data Tooling Services Manager

    bpKuala Lumpur, Kuala Lumpur, Malaysia
    Senior Data Tooling Service Engineering Manager.This leadership position requires a deep understanding of platform engineering, cybersecurity, and operational excellence. You will lead large-scale t...Tunjukkan lagiKemas kini terakhir: 13 hari yang lalu
    • Dinaikkan pangkat
    Senior Data Scientist

    Senior Data Scientist

    HABIB GroupHulu Kelang, Selangor, Malaysia
    We are seeking a talented and motivated.The ideal candidate will have a strong foundation in data science and programming, with a passion for solving real-world problems through data.In this role, ...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    • Baharu!
    Solution Architect (Presales)

    Solution Architect (Presales)

    LenovoKuala Selangor, Kuala Selangor, Malaysia
    Lenovo is a US$69 billion revenue global technology powerhouse, ranked #196 in the Fortune Global 500, and serving millions of customers every day in 180 markets. Focused on a bold vision to deliver...Tunjukkan lagiKemas kini terakhir: 15 jam yang lalu
    • Dinaikkan pangkat
    Branch Manager English Academy - Bukittinggi - Jambu Air

    Branch Manager English Academy - Bukittinggi - Jambu Air

    Ruangguru for BusinessBukit Tinggi, Pahang, Malaysia
    Coordinate and manage branches within the regional area, ensuring smooth operations and overseeing the academic process.Lead all activity initiatives within branches, including events, promotions, ...Tunjukkan lagiKemas kini terakhir: 4 hari yang lalu
    • Dinaikkan pangkat
    Senior Data Tooling Services Manager

    Senior Data Tooling Services Manager

    BP PLCKuala Lumpur, Kuala Lumpur, Malaysia
    Entity : • •Technology • •Job Family Group : • •IT&S Group • •Job Description : • •As a • •Senior Data Tooling Service Engineering Manager • •, you will play a pivotal role in shaping and securing bp’s enterprise ...Tunjukkan lagiKemas kini terakhir: 5 hari yang lalu
    • Dinaikkan pangkat
    Senior Software Engineer, AI Model serving - Kuala Lumpur, Malaysia

    Senior Software Engineer, AI Model serving - Kuala Lumpur, Malaysia

    SpeechifySepang, Selangor, Malaysia
    Senior Software Engineer, AI Model serving - Kuala Lumpur, Malaysia.Speechify Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia. Join or sign in to find your next job.Senior Software Enginee...Tunjukkan lagiKemas kini terakhir: 5 hari yang lalu
    • Dinaikkan pangkat
    Division CFO, Trilogy (Remote) - $400,000 / year USD

    Division CFO, Trilogy (Remote) - $400,000 / year USD

    TrilogyKuala Selangor, Kuala Selangor, Malaysia
    Division CFO, Trilogy (Remote) - $400,000 / year USD.Trilogy Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia.Be among the first 25 applicants. Get AI-powered advice on this job and more excl...Tunjukkan lagiKemas kini terakhir: 13 hari yang lalu
    • Dinaikkan pangkat
    • Baharu!
    Head, Data Analytics

    Head, Data Analytics

    OCBCKuala Lumpur, Kuala Lumpur, Malaysia
    As Singapore’s longest established bank, we have been dedicated to enabling individuals and businesses to achieve their aspirations since 1932. How? By taking the time to truly understand people.Fro...Tunjukkan lagiKemas kini terakhir: 15 jam yang lalu
    • Dinaikkan pangkat
    Machine Learning Engineer

    Machine Learning Engineer

    CFI Financial GroupPetaling Jaya, Selangor, Malaysia
    Senior Technical Talent Acquisition | Forex & Financial Industry | Malaysia Hiring Focus.CFI Financial Group is an award-winning trading provider with 25+ years of experience and offices worldwide ...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Azure AI Engineer - Malaysia

    Azure AI Engineer - Malaysia

    eduCLaaSKlang Municipal Council, Klang Municipal Council, Malaysia
    The engineer will be responsible for designing, developing, and deploying AI-powered applications on Microsoft’s Azure ecosystem. This role involves working with Azure AI Services, Azure OpenAI, Mic...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Technology Consulting - Project Manager (AI & Data)

    Technology Consulting - Project Manager (AI & Data)

    EYKuala Lumpur, Kuala Lumpur, Malaysia
    EY AI & Data is the data and advanced analytics capability within EY Asia-Pacific, with over 500 specialist employees working across multiple industry sectors. We implement information-driven strate...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Purchase Order Management Analyst

    Purchase Order Management Analyst

    NexperiaSeremban, Negeri Sembilan, Malaysia
    A proven global player with an entrepreneurial mentality.At our core is an 13,000+ strong international network with a singular focus. Built on passion and commitment to our work, belief in our goal...Tunjukkan lagiKemas kini terakhir: 5 hari yang lalu
    • Dinaikkan pangkat
    • Baharu!
    Head, Data Engineering & Analytics

    Head, Data Engineering & Analytics

    AmbitionKuala Lumpur, Kuala Lumpur, Malaysia
    Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia.Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia.Our client is a leading financial institution with a strong regional presence.Hea...Tunjukkan lagiKemas kini terakhir: 15 jam yang lalu
    • Dinaikkan pangkat
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    AverisKuala Lumpur, Kuala Lumpur, Malaysia
    Averis – Federal Territory of Kuala Lumpur, Malaysia.Staff Machine Learning Engineer.Averis – Federal Territory of Kuala Lumpur, Malaysia. Be among the first 25 applicants.A / B testing to continuousl...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Climate Risk Modelling - Experienced Associate or Senior Associate

    Climate Risk Modelling - Experienced Associate or Senior Associate

    EYKuala Lumpur, Kuala Lumpur, Malaysia
    Climate Risk Modelling - Experienced Associate or Senior Associate.EY Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia. The Covid-19 pandemic is creating seismic challenges around the world...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Machine Learning Engineer (Diffusion / Vision)

    Machine Learning Engineer (Diffusion / Vision)

    BJAKPetaling Jaya, Selangor, Malaysia
    Machine Learning Engineer (Diffusion / Vision).Transform Visual Models into Real-World Applications.At Bjak, we’re building AI systems that reach millions across Southeast Asia.Our Machine Learning...Tunjukkan lagiKemas kini terakhir: 30+ hari yang lalu
    • Dinaikkan pangkat
    Senior Software Engineer, AI Model serving - Asia

    Senior Software Engineer, AI Model serving - Asia

    SpeechifySepang, Selangor, Malaysia
    Senior Software Engineer, AI Model serving - Asia.Senior Software Engineer, AI Model serving - Asia.Speechify is a text-to-speech app that makes information accessible for 20+ million users across ...Tunjukkan lagiKemas kini terakhir: 4 hari yang lalu