Angi is seeking to transform its platform into a world-class online marketplace by tackling complex challenges such as homeowner-pro search ranking and leveraging predictive models to enhance product and consumer experience.
Requirements
- 7+ years of experience in data science and machine learning
- Knowledge of large-scale distributed application architecture, design, implementation, and performance tuning
- Practical knowledge of advanced machine learning algorithms and deep learning
- Proficient in SQL, Python and ML frameworks (such as TensorFlow and PyTorch)
- Strong coding skills
- Experience with MLOps practices
Responsibilities
- Lead development of advanced machine learning and AI models to improve marketplace algorithms
- Design and architect robust MLOps practices to ensure seamless deployment and scalability of machine learning models
- Collaborate with cross-functional teams to build scalable and high-impact machine learning systems
- Develop a long-term technical vision and propose a roadmap for team setting clear objectives
- Guide junior team members and foster a culture of continuous learning and technical excellence
Other
- Master’s or Ph.D. in a quantitative field, such as Computer Science, Statistics, Mathematics, or a related discipline
- Excellent communication skills, with the ability to convey complex technical concepts to non-technical stakeholders
- Ability to drive the roadmap and direction of scalable, production-quality systems end-to-end
- Ability to effectively communicate cross-functionally with Product and Engineering teams
