OpenHouse.ai is the leading AI research and deployment company transforming the new home construction industry. They are seeking a Solutions Engineer who will work directly with clients to understand and document their data, contributing to the design and development of data pipelines and AI models.
Responsibilities
- Work with Clients, Engagement Managers, Customer Success and Data Analysts to deeply understand the nuances of client’s data, allowing our models to best leverage and extend upon their existing data
- Create a system of reference to provide operational contexts for our AI models and support our Engagement Managers to maximize the value of our client’s data so our clients can have confidence that the data we are presenting represents their source-of-truth systems
- Participate in client meeting to gain a deep understanding each customer’s business and operations
- Lead technical meeting with client’s IT team or 3rd party partners as the technical data expert
- Work with our integration engineering team to 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 and real-life applications of technology combined with the skillset to communicate how data is organized and stored
- Recognize the importance of how you represent yourself and the company to external stakeholders
- Able to work directly with technical members of client's teams
- Proficient in Python
- Strong fundamental understanding of SQL and SQL analytic functions
- Experience with, or ability to understand, data warehouses, data lakes and legacy ERP databases
- 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 with pytorch and/or tensorflow is an asset
- 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
Benefits
- Flexible Working Hours outside of Core Hours
- Hybrid Work
- Vacation & Paid Time Off
- Dental and Medical Benefits
Company Overview
OpenHouse.ai is a technological leader in the homebuilding industry that provides data-driven solutions to empower decision making. It was founded in 2018, and is headquartered in Calgary, Alberta, CAN, with a workforce of 11-50 employees. Its website is https://www.openhouse.ai/.
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