What You Will Work On
- Lead the development of modeling complex, real-world problems.
- Lead the development of complex data pipelines to support production systems.
- Lead the development efforts to bring machine learning algorithms into production.
- Monitor and maintain production machine learning data pipelines.
Who We Are Looking For
- Minimum 2 years experience in machine learning model development, building data pipelines and robust machine learning software systems
- Strong and in-depth knowledge of various modeling techniques and machine learning frameworks
- Strong knowledge and understanding of machine learning pipelines from standardization, normalization, clustering, modeling, scoring, validation
- Strong knowledge of relational databases
- Strong Knowledge of Python, R, sql
- Strong knowledge of distributed systems configuration and production maintenance
- Understanding of ETL engineering and tools so you can interface with data teams
- Understanding of data design principles across multiple different storage systems
- Working knowledge of AWS
- Parsing and manipulating a variety of different datasets and formats with glue magic
- Self Starter with the ability to distill ambiguity into working results
- You want autonomy and are willing to take responsibility
- You iterate quickly and are a continuous learner and are comfortable in a face-paced environment
- Good communicator and willing to work cross-functionally with other engineering teams across the organization
- Strong problem-solving skills and the ability to work effectively in a team.
What You Can Expect
- Competitive compensation and immediate contribution!
- Inclusive benefits package offerings 401k plans and customizable benefits including dental, vision, medical, etc. for you and your dependents.
- An innovative culture that understands the importance of quality of work over quantity.
- Company-supported and employee-driven ambassador groups that promote diversity, working on a hybrid schedule and philanthropy.
- Learning and development programs to help advance your career and personal growth.
What We Value
- Wherever it leads, Whatever it takes! We believe in making the impossible possible!
- Thrive personally, grow professionally―be happy!
- Innovate, learn, lead- Knowledge and growth is never ending!
- We believe in hiring nice people because anything is possible when you have the team's support.
- Improving the lives around us- A smile could change the entire world.
- Be the most trusted, respected, and loved real estate valuation company in the world.