Coupa Software

Senior Lead AI Engineer, Data

Coupa Software

full-time

Posted on:

Location Type: Remote

Location: India

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Job Level

Senior

Tech Stack

ApacheCloudETLPySparkPythonSparkSQL

About the role

  • Lead the design and implementation of data pipelines that prepare high-quality training data for AI models.
  • Build data curation workflows that transform raw enterprise data into labeled, validated datasets.
  • Design data quality frameworks: validation, profiling, anomaly detection, lineage tracking.
  • Extend existing anonymized data export pipelines to support AI training workloads.
  • Implement synthetic data generation pipelines.
  • Design schema mappings across 197+ enterprise tables for feature extraction.
  • Collaborate with ML engineers on training data format requirements.
  • Establish data catalog and metadata management for AI training artifacts.

Requirements

  • 10+ years of software engineering experience, with 5+ years in data engineering.
  • Strong experience with Apache Spark / PySpark and large-scale data processing.
  • Experience building ETL/ELT pipelines on cloud infrastructure (managed Spark, object storage, managed ETL, or equivalent).
  • Knowledge of data quality frameworks and data governance.
  • Experience with data anonymization and privacy-preserving data processing.
  • Understanding of ML training data requirements.
  • Proficiency in Python and SQL.
  • Experience with data catalog tools and metadata management.
  • BS/MS in Computer Science or equivalent experience.
  • Experience in B2B SaaS with multi-tenant data preferred.
Benefits
  • Pioneering Technology: At Coupa, we're at the forefront of innovation, leveraging the latest technology to empower our customers with greater efficiency and visibility in their spend.
  • Collaborative Culture: We value collaboration and teamwork, and our culture is driven by transparency, openness, and a shared commitment to excellence.
  • Global Impact: Join a company where your work has a global, measurable impact on our clients, the business, and each other.
Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools
data pipelinesdata curation workflowsdata quality frameworksanomaly detectionsynthetic data generationschema mappingsApache SparkPySparkPythonSQL
Certifications
BS in Computer ScienceMS in Computer Science