Talent.com
No longer accepting applications
Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk

Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk

Quant-data.ioThoothukudi, IN
6 hours ago
Job description

🚀 Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk

Build Next-Generation AI-Powered Credit Decisioning Systems on AWS

We’re seeking a highly experienced engineer (5+ years) with deep expertise in credit risk modelling , lending workflows , and end-to-end credit decisioning systems . You will design and deploy production-grade models, data pipelines, APIs, and governance frameworks that power modern lending products.

🔍 Key Responsibilities 1. Credit Risk Modelling & Decisioning

  • Develop and validate credit scoring , PD / LGD / EAD , and behavioural / collections models .
  • Build rule-based + ML hybrid underwriting engines and challenger models.
  • Design and implement feature stores , scorecards, segmentation logic, and reason-code / XAI frameworks .

2. Data Engineering & Architecture (AWS)

  • Build large-scale ETL / ELT pipelines using AWS and open-source stacks (Airflow, Spark, Trino, EKS, S3, EC2).
  • Implement robust data quality , lineage tracking, anomaly detection, and incremental loading.
  • Optimize compute and storage for performance, reliability, and cost (including Graviton).

    • 3. MLOps & Governance

  • Deploy models using MLflow , Flask, or FastAPI.
  • Implement model monitoring , drift detection, CI / CD, and automated retraining workflows.
  • Ensure compliance with Basel III, SR 11-7, GDPR, PDPA using explainability and governance tools.
  • Build dashboards for model performance, data quality, and underwriting analytics.

    • 4. APIs & Integration

  • Build and deploy APIs using API Gateway, Lambda, ECS / Fargate, or EKS .
  • Integrate ML scoring pipelines with LOS / LMS , credit bureaus, and partner systems.

    • 5. Product Solutioning & Pre-Sales (Good to Have)

  • Conduct demos, PoCs, and technical workshops with clients.
  • Translate business problems into credit product workflows , decision rules, and risk logic.

    • 🎯 Required Skills & Experience

  • 5+ years in Machine Learning, Data Engineering, or Data Science .
  • Hands-on experience building credit risk, fraud, or behavioural ML models .
  • Strong expertise in Python, PySpark, SQL , and ML frameworks (scikit-learn, XGBoost, TensorFlow, PyTorch).
  • Experience with Spark, Hadoop, Kafka, Trino / Presto .
  • Strong understanding of credit underwriting workflows , lending KPIs, and risk decisioning.
  • Experience building and deploying ML scoring APIs .
  • Familiarity with MLOps best practices and production ML systems.
  • Strong grasp of data governance , regulatory compliance, and model documentation.

    • ⭐ Preferred Qualifications

  • AWS experience with VPC, ECS / EKS, S3, IAM, Athena, Lambda .
  • Background in banks, NBFCs, fintechs, or credit bureaus .
  • Pre-sales or client-facing solutioning experience.
  • Exposure to alternative data modelling .
  • Degree in Computer Science, Data Science, Statistics, Engineering , or related fields.
    • Create a job alert for this search

    Senior Data Learning • Thoothukudi, IN

    Related jobs
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    TalentBridgeThoothukudi, IN
    As a Machine Learning Engineer specializing in generative AI, you will be responsible for designing, developing, and deploying advanced machine learning models that generate high-quality, human-lik...Show moreLast updated: 5 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    GoMLThoothukudi, IN
    Looking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services.You will develop t...Show moreLast updated: 3 days ago
    • Promoted
    Senior Data Scientist ( Machine Learning Engineer)

    Senior Data Scientist ( Machine Learning Engineer)

    CarTrade.comtirunelveli, tamil nadu, in
    Design, develop, and deploy sophisticated machine learning models to solve complex business challenges.Build and optimize end-to-end ML pipelines, including data preprocessing, feature engineering,...Show moreLast updated: 18 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Innodata Inc.thoothukudi, tamil nadu, in
    Design and develop frontend interfaces (React, Angular) tailored for AI-driven workflows and visualization of model outputs. Python Flask / FastAPI) that serve AI models and manage user data securely....Show moreLast updated: 18 days ago
    • Promoted
    Applied ML Scientist

    Applied ML Scientist

    SAIVA AIThoothukudi, IN
    SAIVA AI applies machine learning to make optimal use of electronic health data for the most vulnerable healthcare population. Our mission is to improve patient outcomes by augmenting clinical decis...Show moreLast updated: 30+ days ago
    • Promoted
    Remote GenAI Engineer

    Remote GenAI Engineer

    EazyMLThoothukudi, IN
    Remote
    Founded by Bell Labs research veterans, and associated with breakthrough startups like Amelia, EazyML, specializes in Transparent Machine Learning. Early on EazyML founders saw the need for Transpa...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk

    Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk

    Quant-data.iothoothukudi, tamil nadu, in
    Senior Machine Learning / Data Engineering / Data Science Engineer – Credit Risk.Build Next-Generation AI-Powered Credit Decisioning Systems on AWS. We’re seeking a highly experienced engineer (5+ y...Show moreLast updated: 4 hours ago
    • Promoted
    Data Scientist

    Data Scientist

    upGrad RekrutThoothukudi, IN
    You will work on end-to-end data-driven solutions — from data cleaning to model deployment — enabling key insights for strategic decisions. Analyze large, complex datasets to extract meaningful busi...Show moreLast updated: 9 days ago
    • Promoted
    Machine Learning Observability Platform Engineer

    Machine Learning Observability Platform Engineer

    Mewar Infotech LimitedThoothukudi, IN
    Machine Learning Observability Platform Engineer.You’ll help design and enhance our.AI capabilities that power critical insights across enterprise environments. Observability Platform built on.SREs,...Show moreLast updated: 17 days ago
    • Promoted
    Data Science - Credit Risk

    Data Science - Credit Risk

    bluCognitionThoothukudi, IN
    Cognition is an AI / ML based start-up specializing in risk analytics, data conversion and data enrichment capabilities.Founded in 2017, by some very named senior professionals from the financial ser...Show moreLast updated: 15 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    BayOne SolutionsThoothukudi, IN
    Machine Learning Development & Implementation (40%).Design and implement end-to-end ML pipelines for recommendation systems, search ranking, and classification problems. Build and optimize tradition...Show moreLast updated: 30+ days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    TransPerfectthoothukudi, tamil nadu, in
    We are seeking a Senior AI / ML Engineer to join our client’s AI team and contribute to the development of cutting-edge intelligent systems. In this role, you’ll be responsible for designing, training...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Tata Consultancy ServicesThoothukudi, IN
    Senior Machine Learning Engineer.Senior Machine Learning Engineer.Developer with hands on experience in ML Algorithms.Required technical Skill Set : -. A Senior Machine Learning (ML) Engineer designs...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    RecroThoothukudi, IN
    Job Description : AI / ML Engineer (3D Geometry & Manufacturing).We are seeking an exceptionally talented and entrepreneurial. Design for Manufacturability (DFM).If you are passionate about leveraging ...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    Senior Machine Learning Engineer - NLP

    Senior Machine Learning Engineer - NLP

    Observe.AIThoothukudi, India
    AI is the leading AI agent platform for customer experience.It enables enterprises to deploy AI agents that automate customer interactions, delivering natural conversations for customers with predi...Show moreLast updated: 3 hours ago
    • Promoted
    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Truxt.aiThoothukudi, IN
    As an early-stage company driven by a meaningful mission, we seek exceptional engineering talent who values purpose, long-term impact, and significant equity ownership over traditional salary compe...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer-Agentic AI

    Machine Learning Engineer-Agentic AI

    Innodata Inc.Thoothukudi, IN
    Design and implement multi-agent systems using LangChain, LangGraph, CrewAI, AutoGen or similar frameworks.Build A2A (agent-to-agent) orchestration and implement MCP (multi-context protocol) for co...Show moreLast updated: 18 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    LingaroThoothukudi, IN
    Role : AI / ML Engineer – Lead AI DevOps Engineer.Lingaro Group is the end-to-end data services partner to global brands and enterprises. We lead our clients through their data journey, from strategy t...Show moreLast updated: 30+ days ago