Angi is transforming from a lead generation business to a marketplace that makes home services hassle-free for homeowners. The company needs to leverage data science and machine learning to enhance its product and consumer experience, impacting user engagement, retention, and sales conversion rates.
Requirements
- Expertise in machine learning and statistical model development.
- Experience designing experiments to evaluate and measure the impact of models.
- Proven track record of deploying highly impactful machine learning models into production environments.
- Proficiency in SQL and Python.
- Experience with cloud ML solutions.
- Experience with MLOps practices for model deployment, automation, versioning, and monitoring.
- Experience in tech industry & marketplace environments.
Responsibilities
- Lead development of predictive models and algorithms to improve our Service Professional product and operations.
- Implement robust MLOps practices to ensure the seamless deployment and scalability of predictive models.
- Automate model training, versioning, monitoring, and deployment processes.
- Develop robust design of experiment and statistical frameworks to evaluate and measure the impact of data science solutions.
- Collaborate on the end-to-end development process, from ideation to deployment, ensuring data-driven solutions are integrated into products and services.
- Foster innovation within the team, exploring new approaches and techniques to solve complex business problems.
- Guide junior team members and foster a culture of continuous learning and technical excellence.
Other
- You have a Master's or Ph.D. in a quantitative field (e.g., Computer Science, Statistics, Mathematics, or related fields).
- You have 5+ years of experience in data science & machine learning.
- You have excellent communication skills with the ability to convey complex technical concepts to non-technical stakeholders.
- The salary band for this position ranges from $150,000 to $220,000, commensurate with experience and performance.
- This position will be eligible for a competitive year end performance bonus & equity package.
- Full medical, dental, vision package to fit your needs
- Flexible vacation policy; work hard and take time when you need it
- Retirement plan with company match (401K) and parental leave benefits
- The rare opportunity to work with sharp, motivated teammates solving some of the most unique challenges and changing the world
- LI-Remote
- BI-Remote
