Senior Data Librarian
Crexi
Los Angeles, CA, USA
Posted on Monday, July 15, 2024
About Crexi
Crexi is reimagining commercial real estate, building industry-leading software for professionals to more effectively market, analyze, and trade commercial property. With a suite of due diligence tools, transaction services, deal pipeline support, and a dynamic listing marketplace, Crexi accelerates deal efficiency and has empowered millions of monthly users to close more than $615 billion in deals and market over $7 trillion in property value.
About This Role:
The Senior Data Librarian plays a crucial role in managing and curating data resources within our organization. This position involves close collaboration with internal teams to identify and integrate existing data, collaborating with external vendors to source and evaluate external data, and ensuring the proper use of government and open data sets. The Data Librarian will also support labeling programs and assist data scientists in integrating data cleaning steps into the data management workflow.
What You'll Do
Crexi is an EEO Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Crexi will also consider for employment qualified applicants with criminal histories in a manner consistent with EEOC guidelines and applicable local law.
Crexi is reimagining commercial real estate, building industry-leading software for professionals to more effectively market, analyze, and trade commercial property. With a suite of due diligence tools, transaction services, deal pipeline support, and a dynamic listing marketplace, Crexi accelerates deal efficiency and has empowered millions of monthly users to close more than $615 billion in deals and market over $7 trillion in property value.
About This Role:
The Senior Data Librarian plays a crucial role in managing and curating data resources within our organization. This position involves close collaboration with internal teams to identify and integrate existing data, collaborating with external vendors to source and evaluate external data, and ensuring the proper use of government and open data sets. The Data Librarian will also support labeling programs and assist data scientists in integrating data cleaning steps into the data management workflow.
What You'll Do
- Works with data scientists to manage the creation, ongoing acquisition, and checkpointing of labeled data
- Assesses the relevance of labeled data over time as products evolve and make necessary adjustments
- Collaborates with data scientists to integrate data cleaning steps into the data management flow
- Supports the implementation and management of labeling programs
- Evaluates the trustworthiness of labelers, the quality of data before labeling, and the quantity of data needed
- Ensures that data transformation functions are preserved into production-ready code for repeatable and efficient data processing
- Determines responsibilities for creating and maintaining test suites around transformation functions through conversations with data engineering and data science teams
- Leads efforts in uncovering and shaping data, ensures data profiling, quality, and reduces redundancies.
- Works with external vendors to source data outside the organization
- Conducts profiling and quality checks on external data, ensuring legal compliance and data usability
- Collaborates with internal teams to clean and prepares external data that is available for data scientists
- Sources and secures permission to use external data sets, including government-issued open data and other freely available resources
- Ensures all data usage complies with licensing agreements and legal requirements
- Performs other duties as assigned
- Bachelor’s degree in library science, Information Management, Data Science, or a related field
- 5+ years proven experience in data management, data curation, or a related role
- Strong understanding of data profiling, quality assurance, and data integration
- Experience working with external data vendors and ensuring legal compliance
- Experience with data labeling programs and understanding of their nuances
- Strong collaboration skills and ability to work with cross-functional teams
- Excellent problem-solving and organizational skills
- Knowledge of data warehousing and data engineering concepts is a plus
- Familiarity with government and open data sets
- Full Medical, Dental, Vision Health Benefits
- Competitive Compensation Package, Base, Bonus, and Stock Options
- 401K
- Growth Opportunities and Career Development
- Gym Membership to LA Fitness
- Perks and Discounts from Perkspot
Crexi is an EEO Employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status. Crexi will also consider for employment qualified applicants with criminal histories in a manner consistent with EEOC guidelines and applicable local law.