Defining the IDP Excellence Roadmap: Executing a strategy to move our core extraction and classification engines from "functional" to "market-leading."
Maximizing Extraction Accuracy: Partnering with Data Science and Engineering to relentlessly improve F1 scores, precision, and recall across structured, semi-structured, and unstructured document types.
Leading Competitor Benchmarking: Staying hyper-current on the competitive landscape to ensure Insight DXP offers superior differentiation in extraction quality.
Scaling Intelligence: Managing the lifecycle of machine learning models, from initial training and testing to global production at an enterprise scale.
Driving Industry-Specific Precision: Collaborating with our Solutions teams to ensure our core engine handles specialized industry documents (e.g., 500-page mortgage files or complex medical records) with high accuracy.
Optimizing the Human-AI Loop: Providing the logic and "intelligence signals" that power our human-in-the-loop applications, ensuring human validators are only used where they add the most value.
Ensuring Data Integrity: Working with the Platform Architecture team to guarantee that every piece of data extracted is transformed and validated according to strict enterprise standards.
Requirements
BS required (Engineering, Mathematics, or Computer Science preferred); MBA highly desired.
3-5 years of experience as a Product Manager for a global SaaS solution, with a specific focus on IDP, OCR, or Machine Learning extraction.
Proven track record of improving technical performance metrics (e.g., accuracy rates, straight-through processing) in a production environment.
Deep understanding of the IDP market, including the technical nuances of document classification and layout analysis.
Demonstrated ability to manage high-complexity technical products and uphold rigorous standards for engineering solutions.
Analytical mindset: Able to look at massive data sets, identify extraction failures, and prioritize the roadmap based on the highest ROI for accuracy.
Self-starter with the grit to drive a core product to the top of the industry analyst rankings (Gartner, Forrester, IDC).