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.ioAmravati, IN
12 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 • Amravati, IN

    Related jobs
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    GoMLAmravati, 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
    Responsible AI

    Responsible AI

    EXLAmravati, IN
    We are seeking a highly skilled and principled Responsible AI Evaluator to assess, audit, and ensure the ethical development and deployment of AI models across the enterprise.This role spans tradit...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    BayOne SolutionsAmravati, 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
    Data Science - Credit Risk

    Data Science - Credit Risk

    bluCognitionAmravati, 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 Observability Platform Engineer

    Machine Learning Observability Platform Engineer

    Mewar Infotech LimitedAmravati, 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
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Effileap TechnologiesAmravati, Maharashtra, India
    Company Description Effileap Technologies is a forward-thinking IT and AI research company based in TechnoPark , Trivandrum, India. The company is committed to advancing intelligent systems that dri...Show moreLast updated: 2 days ago
    • Promoted
    Lead Engineer - AI / ML

    Lead Engineer - AI / ML

    Mindfire SolutionsAmravati, IN
    As a Lead AI / ML Engineer, you spearhead the design, development, and implementation of advanced AI and machine learning models. Your role involves guiding a team of engineers ensuring the successful...Show moreLast updated: 30+ days ago
    • Promoted
    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    Senior AI / ML Cloud Engineer – Graph Analytics Platform

    ContexQAmravati, IN
    Senior AI / ML Cloud Engineer – Graph Analytics Platform.ContexQ, a Singapore-based B2B SaaS AI startup, is dedicated to transforming financial crime, fraud, and risk management through a groundbre...Show moreLast updated: 3 days ago
    • Promoted
    AI / ML Engineer

    AI / ML Engineer

    LingaroAmravati, IN
    AI / ML Engineer – Senior Consultant.AI Engineering Group is part of Data Science & AI Competency Center and is focusing technical and engineering aspects of DS / ML / AI solutions.We are looking for exp...Show moreLast updated: 30+ days ago
    • Promoted
    ML / Gen AI Engineer

    ML / Gen AI Engineer

    Intuition IT – Intuitive Technology RecruitmentAmravati, IN
    Design, deploy, and manage scalable ML and GenAI workloads using AWS services including SageMaker Studio and Bedrock.Implement and maintain infrastructure using AWS Lambda, EKS, ECS on Fargate, and...Show moreLast updated: 3 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.ioAmravati, Maharashtra, India
    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+ ...Show moreLast updated: 5 hours ago
    • Promoted
    Remote GenAI Engineer

    Remote GenAI Engineer

    EazyMLAmravati, 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
    Machine Learning Engineer-Agentic AI

    Machine Learning Engineer-Agentic AI

    Innodata Inc.Amravati, 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
    Machine Learning Engineer

    Machine Learning Engineer

    RecroAmravati, 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
    AI / ML Engineer

    AI / ML Engineer

    Edstem TechnologiesAmravati, IN
    The ideal candidate will have hands-on expertise across the full ML lifecycle—from data exploration and feature engineering to model training, optimization, and production deployment.You will work ...Show moreLast updated: 19 days ago
    • Promoted
    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Truxt.aiAmravati, 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
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Tata Consultancy ServicesAmravati, 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
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    OcrolusAmravati, IN
    Come build at the intersection of AI and fintech.At Ocrolus, we’re on a mission to help lenders automate workflows with confidence—streamlining how financial institutions evaluate borrowers and ena...Show moreLast updated: 18 days ago