Job Title: Senior AI Engineer I

Location: India

Workplace Type: Hybrid

Job Summary

The future is bright for Porch Group, and we'd love for you to be a part of it as our Senior AI Engineer I .

What You Will Do As A Senior AI Engineer I

- Build and own the document ingestion and extraction pipeline: PDF and HTML input, text-layer and scanned documents, OCR fallback, layout-aware parsing
- Design the canonical output schema and the extraction logic that maps heterogeneous source formats onto it
- Implement span grounding - every extracted field carries the verbatim source text and a locator back to its origin. Preserving source text exactly is a hard product requirement, not a preference
- Build the evaluation harness: labeled golden set, per-field precision and recall, regression suite that runs on every prompt, model, or pipeline change
- Calibrate confidence scoring and set the thresholds that decide what auto-accepts versus what routes to human review
- Design and build the human-in-the-loop review workflow with the product and design partners
- Own unit economics: cost and latency per document, model tiering, caching, batching
- Instrument the system so silent failures surface, and monitor drift and regression in production
- Partner with a domain expert to define the taxonomy, adjudicate edge cases, and maintain labeling guidelines

What You Will Bring As A Senior AI Engineer I

- Bachelor's degree in Computer Science, Engineering,



or related field (Master's preferred)
- 5+ years of hands-on with Software Engineer and ML/AI systems
- Strong experience building and owning production ML/AI systems, ideally involving LLMs, NLP, or document/information extraction pipelines
- Hands-on experience with OCR, layout-aware parsing, and processing heterogeneous document formats (PDF, HTML, scanned images)
- Experience designing evaluation harnesses and working with precision/recall or similar quality metrics for ML systems
- Experience building or partnering closely on human-in-the-loop review workflows
- Solid software engineering fundamentals, with the ability to own a system end to end in a production environment
- Proven experience working with US based business teams
- Excellent written and communication skills in English language
- Must currently reside in or are located within 150 km of Greater Delhi NCR, Greater Bangalore, or Greater Pune
- Working Hours: 8 Hours (Excluding breaks): 4 Core US Hours Overlap (7:30pm- 11:30pm IST) 4 flexible hours (IST)
- Workspace: A quiet space to work, an internet connection of at least 30 Mbps download | 10 Mbps upload

Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.

📌 Senior AI Engineer I (India)
🏢 Porch
📍 India