Porch Group · 8 hours ago
Senior AI Engineer I
Porch Group is a leading vertical software and insurance platform, and they are seeking a Senior AI Engineer I to derive value from their extensive data set. The role involves owning the full machine learning lifecycle, collaborating with teams to translate business problems into AI opportunities, and integrating modern AI capabilities into production systems.
Home ImprovementHome ServicesInformation TechnologyInternetSoftware
Responsibilities
Own the full machine learning lifecycle from research to production, leveraging Computer Vision and NLP techniques (e.g. BERT, ViT) to extract insights from unstructured data
Evaluate and integrate modern AI and foundation model capabilities (e.g., vision-language models, embeddings, or retrieval-augmented approaches) into production systems where appropriate
Partner with product, operations, and engineering to translate business problems into high-impact machine learning or AI opportunities
Advocate for sustainable tradeoffs, architecting solutions that balance product needs and long term goals
Design experiments to quantify the business impact of machine learning models
Collaborate with other MLEs on tooling improvements for model training and deployment
Utilize our MLOps stack to drive feature engineering, model training, and data analysis
Write robust, production-grade Python code to productionalize feature engineering, model training, and deployment
Participate in the on-call rotation to assist engineers in troubleshooting
Qualification
Required
Bachelor's or master's degree in computer science, engineering, or a related field (or four years of equivalent work experience)
5+ years of experience in machine learning and applied statistics, with a strong command of fundamental concepts
A curious and driven individual who likes to work in a trustful, respectful, and collaborative environment
Proven track record of leading high-impact ML initiatives from concept to production, demonstrating the architectural foresight to deliver immediate business value while championing the technical sustainability of the end-to-end ML lifecycle
Experience deploying, monitoring, and A/B testing models in production
Ability to communicate effectively in both business and highly technical contexts
Demonstrated ability to write clean, modular, and testable code, applying software engineering best practices
Experience working with relational databases and cloud solutions (e.g. Postgres, Google BigQuery, Google Datastore, and Google Cloud Storage)
Experience in python data stacks, e.g. Numpy, Scipy, Pandas, Scikit-Learn and Matplotlib
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
Ability to work within core US business hours / time zone expectations - Eastern Standard Time (PST) overlap
Workspace: A quiet space to work, an internet connection of at least 30 Mbps download | 10 Mbps upload
Benefits
Medical insurance
Accident insurance
Retiral benefits
12 company-paid holidays
2 flexible holidays
Privilege/earned leave
Casual/sick leave
Paid maternity and paternity Leaves
Weekly wellness events
Company
Porch Group
Porch Group is a vertical software platform for residential environments.
Funding
Current Stage
Public CompanyTotal Funding
$782.85MKey Investors
Wellington ManagementRunway Growth CapitalValor Equity Partners
2025-05-19Post Ipo Debt· $134M
2023-04-17Post Ipo Debt· $333M
2022-04-15Post Ipo Equity· $4M
Recent News
2025-11-10
2025-11-10
Company data provided by crunchbase