Data & Integration Engineer
OpenHouse.ai is the leading AI research and deployment company transforming the new home construction industry. The Data & Integration Engineer will be responsible for developing data pipelines, improving integration capabilities, and optimizing machine learning models to enhance data management and decision-making for home builders.
Responsibilities
- Investigate available data and data sources, design integrations and code the data pipeline for new clients into existing productionized systems
- Improve and expand integration capabilities with existing new home building technologies (ERPs, CRMs, data warehouses etc)
- Architect generic solutions to make integrations faster, more scalable and less error prone
- Migrate and run existing clients through new capabilities, tuning machine learning parameters and models along the way
- Optimize and tune existing machine learning models when new data is available
- Discover and correct data anomalies, working with our engagement team and solution engineer to ensure the insights we present are based on the ground truth
Skills
- A highly skilled software engineer with a passion for data structures, real-life applications of technology and a love of fast iterative problem solving
- Proficient in Python, experience with pytorch and/or tensorflow is an asset
- Experience with, or ability to understand, data warehouses, data lakes and legacy ERP databases
- Strong fundamental understanding of SQL and SQL analytic functions
- Have a basic understanding of statistical distributions, analyze histograms, and generally intuitively understand data sets when exploring potential features
- Solid foundation in collaborative coding and use of tools like Git
- Experience using Jupiter notebooks or similar research-phase tools to quickly explore data/models is an asset
- A desire to learn or experience with machine learning pipelines
- A desire to learn or experience with how to engineering, train and tune quantitative AI models
- No minimum work experience is required
Benefits
- Flexible Working Hours outside of Core Hours
- Hybrid Work with Fully Remote potentially available depending on the current location
- Vacation & Paid Time Off
- Dental and Medical Benefits
Company Overview