What are the responsibilities and job description for the AI Data Engineer position at Internet Brands?
Description
Data Engineer AI, Personalization & Data Management - Legal
About the Role: Internet Brands is seeking an AI Data Engineer to join our Personalization & Data Management function within the Central AI Team. This role supports the Legal vertical, helping to design and manage the data infrastructure that powers personalization, content recommendations, and AI-driven insights across our Legal businesses. You’ll work at the intersection of data engineering and applied AI, building and optimizing data pipelines that feed our personalization engines and AI models. Your work will ensure that structured, clean, and contextually rich data drives smarter experiences for our users, attorneys, and law firms. This role is ideal for someone who thrives on solving data challenges, collaborating with cross-functional teams, and wants to grow within a cutting-edge AI organization.
Key Responsibilities:
Required
In addition to our awesome culture, we offer a comprehensive benefits package designed to support the health and well-being of you and your family. Our benefits include health insurance options such as medical, dental, and vision coverage, flexible spending accounts (FSA) for medical and dependent care, short-term and long-term disability insurance, and life and AD&D insurance. We also provide a 401(k) retirement savings plan with a company match, paid time off (PTO), paid holidays, commuter benefits as well as access to our Employee Assistance Program (EAP) and well-being coaching services. In addition, employees can take advantage of voluntary benefits such as home, auto and pet insurance, and discounted legal and financial services. For more details, feel free to inquire during the interview process.
Internet Brands®, headquartered in El Segundo, Calif, is a fully integrated online media and software services company focused on four high-value vertical categories: Health, Automotive, Legal, and Home/Travel. The company's properties and platforms include the WebMD, Medscape, and Henry Schein ONE networks, which are the global leaders in their markets; Nolo, Avvo, and Martindale, which form the largest consumer information provider in the legal market; and CarsDirect, Fodor's Travel, and many others which are leaders in their key vertical markets. Internet Brands' award-winning consumer websites lead their categories and serve more than 250 million monthly visitors, while a full range of web presence offerings has established deep, long-term relationships with SMB and enterprise clients. The company's powerful, proprietary operating platform provides the flexibility and scalability to fuel the company's continued growth. Internet Brands is a portfolio company of KKR and Warburg Pincus.
Internet Brands is an equal opportunity employer, and we welcome applicants from all backgrounds. We comply with all applicable laws and regulations, including the City of Los Angeles Fair Chance Initiative for Hiring Ordinance (FCIHO).
Notice to California residents: you can find information about our privacy practices, on: https://www.internetbrands.com/work-with-us/cpra
Data Engineer AI, Personalization & Data Management - Legal
About the Role: Internet Brands is seeking an AI Data Engineer to join our Personalization & Data Management function within the Central AI Team. This role supports the Legal vertical, helping to design and manage the data infrastructure that powers personalization, content recommendations, and AI-driven insights across our Legal businesses. You’ll work at the intersection of data engineering and applied AI, building and optimizing data pipelines that feed our personalization engines and AI models. Your work will ensure that structured, clean, and contextually rich data drives smarter experiences for our users, attorneys, and law firms. This role is ideal for someone who thrives on solving data challenges, collaborating with cross-functional teams, and wants to grow within a cutting-edge AI organization.
Key Responsibilities:
- Develop and maintain data pipelines that collect, transform, and prepare data for AI models supporting Legal content personalization and user engagement.
- Integrate multiple data sources (web analytics, CRM, user behavior, content metadata, and Legal directory data) into unified data stores for downstream use.
- Support personalization and recommendation systems, ensuring real-time and batch data pipelines deliver reliable, high-quality signals.
- Collaborate with Data Scientists and ML Engineers to productionize AI models and ensure their data dependencies are well-structured and performant.
- Implement and maintain data quality, validation, and monitoring processes across ingestion and transformation layers.
- Work with cloud-based data technologies (AWS, GCP, or Azure) to scale infrastructure efficiently.
- Partner with the AI Engineering and Legal Product teams to optimize data architecture and performance for Legal-specific personalization use cases.
- Contribute to the centralized data catalog and governance framework, ensuring metadata and lineage documentation are up to date.
- Stay current on AI data engineering best practices and help implement them across the team.
Required
- Bachelor’s degree in Computer Science, Data Engineering, or a related technical discipline.
- 3–5 years of experience in data engineering or related analytics infrastructure roles.
- Strong skills in Python, SQL, and modern ETL/ELT frameworks (Airflow, dbt, Dagster, etc.).
- Experience with data pipeline development.
- Solid understanding of data modeling, transformation, and schema design for analytics and AI systems.
- Familiarity with machine learning workflows, including feature extraction, data labeling, and model-serving data feeds.
- Experience with API integrations and handling structured and semi-structured data (JSON, Parquet, etc.).
- Exposure to personalization or recommendation systems (e.g., user segmentation, content ranking, or behavioral targeting).
- Knowledge of Legal data types (law firm directories, practice area taxonomies, or case law content).
- Familiarity with data lakehouse architectures (Databricks, Snowflake, or similar).
- Experience working with feature stores or vector databases for AI/ML use cases.
- Understanding of data governance, lineage, and observability tools (e.g., DataHub, Monte Carlo, Great Expectations).
- Contribute to AI innovation driving smarter Legal experiences across a large content and services ecosystem.
- Collaborate with cross-functional AI, data science, and product teams solving high-impact personalization challenges.
- Work in a dynamic, supportive environment that encourages technical growth and experimentation.
In addition to our awesome culture, we offer a comprehensive benefits package designed to support the health and well-being of you and your family. Our benefits include health insurance options such as medical, dental, and vision coverage, flexible spending accounts (FSA) for medical and dependent care, short-term and long-term disability insurance, and life and AD&D insurance. We also provide a 401(k) retirement savings plan with a company match, paid time off (PTO), paid holidays, commuter benefits as well as access to our Employee Assistance Program (EAP) and well-being coaching services. In addition, employees can take advantage of voluntary benefits such as home, auto and pet insurance, and discounted legal and financial services. For more details, feel free to inquire during the interview process.
Internet Brands®, headquartered in El Segundo, Calif, is a fully integrated online media and software services company focused on four high-value vertical categories: Health, Automotive, Legal, and Home/Travel. The company's properties and platforms include the WebMD, Medscape, and Henry Schein ONE networks, which are the global leaders in their markets; Nolo, Avvo, and Martindale, which form the largest consumer information provider in the legal market; and CarsDirect, Fodor's Travel, and many others which are leaders in their key vertical markets. Internet Brands' award-winning consumer websites lead their categories and serve more than 250 million monthly visitors, while a full range of web presence offerings has established deep, long-term relationships with SMB and enterprise clients. The company's powerful, proprietary operating platform provides the flexibility and scalability to fuel the company's continued growth. Internet Brands is a portfolio company of KKR and Warburg Pincus.
Internet Brands is an equal opportunity employer, and we welcome applicants from all backgrounds. We comply with all applicable laws and regulations, including the City of Los Angeles Fair Chance Initiative for Hiring Ordinance (FCIHO).
Notice to California residents: you can find information about our privacy practices, on: https://www.internetbrands.com/work-with-us/cpra
Salary : $100,000 - $120,000