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Senior AI Engineer, NLP & Training Data - 11316

3 weeks, 3 days ago
India
Full-time
Senior
AI Engineer
Software Development
Apache Spark LLM Machine Learning NLP Pandas Python
Apply Now
Coupa Software

Coupa Software

Coupa Software is the premier cloud-based finance platform, empowering companies worldwide to optimize spend, boost profits, and reduce costs with a comprehensive suite of modules.

Internet Software & Services
1K-5K
Founded 2006
View All Jobs 65

Description

  • Design and implement training data generation pipelines, including synthetic data generation.
  • Build data labeling and annotation workflows with quality validation loops.
  • Convert enterprise data into formats suitable for model training, such as instruction-tuning pairs and embeddings.
  • Implement active learning strategies to identify high-value training examples.
  • Collaborate with domain experts to validate training data quality and relevance.
  • Build automated data quality checks for coverage, balance, and consistency.
  • Design training data versioning and lineage tracking.
  • Analyze model evaluation results to identify training data gaps.

Requirements

  • 5+ years of software engineering experience, including 2+ years in NLP, data science, or ML data engineering.
  • Experience with text processing, tokenization, and NLP pipelines.
  • Hands-on experience with data labeling tools and annotation workflows.
  • Experience generating synthetic training data using language model APIs.
  • Understanding of instruction-tuning and training data quality metrics.
  • Proficiency in Python, including pandas and PySpark.
  • Experience with data versioning tools is a plus.
  • BS/MS in Computer Science, NLP, or equivalent experience.

Interested in this position?

Apply directly on the company website

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