Data Scientist
About Us
At Radix, we are on a mission to change how the multifamily industry makes decisions by providing the best insights into market trends fueled by better data. Our solution empowers users to drive top-line revenue growth by equipping them with real-time data and visualization tools. Radix was founded in 2015 and has already become the go-to solution for clients looking to be one step ahead of their market. In response to the recent closing of our Series A funding, we are looking for passionate people with a growth mindset to join us as we accelerate our growth and invest in new platforms.
What We Need
The Data Scientist is responsible for leveraging their quantitative skills and experience in building and working with forecasting and optimization models. They will use statistical, (deep) machine learning, reinforcement learning and optimization techniques to help build and enhance products developed by our product teams. Use programming skills to develop automated systems that help companies improve business operations. Their duties include collecting raw data from different sources; this entails analyzing results or creating new studies and transferring them into an appropriate format which is then analyzed. In addition, they will work closely with other departments and make decisions about data organization and what information is needed - all while following relevant guidelines set forth by law or regulation.
What You Will Do
- Be a part of a cross-functional product development team and drive the product roadmap with the responsibility of statistical learning algorithms, modeling, and productization
- Leverage multi-family property data, research data such as competitive intelligence, market insights, and business/product performance data to support strategic decision making
- Deep understanding of a wide variety of ML techniques and algorithms: Scalable Time Series Modeling, supervised regression and classification-based models (GBM, Neural Networks, etc.), and unsupervised learners
- Develop models that provide explainability of the recommendations and results
- Extract and visualize subtle features from multi-dimensional marketing data Implement new and improved existing analysis algorithms and further develop software for automated generation of reports and analysis
- Collaborate with other team members to ensure data is acquired, processed, and stored according to appropriate procedures
Qualifications to Have
- 5+ years of programming experience, proficiency in R, Python, or Scala
- Advanced degree (Ph.D. or candidate preferred, or Master's degree plus relevant experience) in Machine Learning, Applied Statistics, Econometrics, Mathematics or a related field with demonstrated academic excellence
- Experience building or working with forecasting and optimization models leveraging statistical, (deep) machine learning, reinforcement learning and optimization techniques
- Experience with visualization tools such as Shiny to develop presentations that demonstrate the effectiveness of the models being proposed
- Experience with database management and machine learning pipelines utilizing tools such as Microsoft Azure and Databricks
- Strong presentation and communication skills
- Ability to explain complex analytical concepts to people from other fields
- Strongly prefer experience in applying modeling techniques to software solutions within the real estate, multifamily, travel or hospitality industry
How We Work at Radix
The Radix team is passionate and driven. We are united by our core values of resiliency, curiosity, responsibility, impact, and courage. We trust you to do what's best for our product, customers, and team members and empower you to make the right calls without heavy management.
Why You'll Love Radix
- Stock Options- Pre-IPO equity
- Unlimited PTO- Balance is key and if you take care of yourself, you'll take care of Radix
- Affordable Health, Vision & Dental coverage
- Performance Bonus- We believe in rewarding hard work
- Flexible work environment- Life happens and when it does, we encourage you to take care of your needs
- Generous Referral Bonus- Help us grow Radix by tapping into your network
- Opportunity to work with industry experts
- Contribute to major company growth post series A funding