Cotality is looking to enhance and add value to new and existing data assets for broad industry application and aligned with business and market requirements in the property industry
Requirements
- Master’s or higher in artificial intelligence, data science, computer science, math, statistics or engineering field, or equivalent work experience
- Strong working knowledge in multiple analytic development tools, statistical tools, programming languages, and big data tools
- Working knowledge in cloud platform (e.g. AWS, GCP), cloud-based sandbox environment and analytics sandbox and libraries
- Strong problem solving and analytical ability
- Strong communication skills
- Demonstrated knowledge of statistical techniques
- Data mining/data analysis experience
Responsibilities
- Create data derivation and linkage through algorithm and/or data rules
- Create and select predictive features from raw data
- Create model reports for stakeholder review and model documentation
- Perform pattern recognition model creation and training using various types of algorithms and machine learning modeling techniques
- Develop analytics using Python, PySpark and other big data tools such as AutoML, BigQuery(BQ), BQML, DataPrep and Jupyter Notebook
- Develop analytics solutions using traditional database technology such as SQL and big data technology such as Hadoop, MongoDB, Cassandra, Redis, PostgreSQL and Neo4j, NoSQL databases
- Perform complex data analysis on large volumes of property and consumer data and present model performance to stakeholders
Other
- Ability to thrive in a team environment and adapt to quickly changing priorities
- 10+ years of directly related experience
- Strong communication skills
- Ability to quickly and efficiently adapt to new concepts
- Ability to lead small team in technical projects
- Ability to work collaborative with cross-function teams and business units
