Senior AI Engineer, NLP, Training Data

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🕒 June 2

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Coupa Software

WebsiteLinkedInAll Job Openings

1001 - 5000 employees

Founded 2006

☁️ SaaS

💸 Finance

🛍️ eCommerce

SaaS • Finance • eCommerce

Coupa Software is a leading provider of business spend management solutions. Their platform focuses on optimizing and transforming direct and indirect spend across procurement, finance, supply chain, and IT. Coupa leverages AI and extensive data insights to drive cost efficiencies, manage supplier relationships, and mitigate risks. With products covering areas such as invoicing, payments, expense management, and supply chain collaboration, Coupa serves a wide range of industries including automotive, healthcare, retail, and more. Their comprehensive community and partner ecosystem enable organizations to unlock hidden savings and improve compliance, promoting growth and resilience in a changing economic climate.

📋 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 (instruction-tuning pairs, 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: coverage, balance, consistency. • Design training data versioning and lineage tracking. • Analyze model evaluation results to identify training data gaps.

🎯 Requirements

• 5+ years of software engineering experience, with 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 (pandas, PySpark). • Experience with data versioning tools is a plus. • BS/MS in Computer Science, NLP, or equivalent experience.

🏖️ 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.