Bumble Inc. is hiring a
Software Engineer, Machine Learning

Summary

Bumble is seeking a machine learning engineer to join their team and develop next-generation AI-powered features for online dating apps. The candidate will work in a small, dynamic team, collaborate with cross-functional teams, optimize ML solutions for performance and scalability, and mentor team members. A PhD or advanced degree in Computer Science or a similar quantitative discipline is required, along with experience delivering machine learning models to production at scale and developing innovative technical solutions.

Requirements

• An advanced degree in Computer Science, Mathematics or a similar quantitative discipline
• Hands-on experience in delivering machine learning models to production at scale
• Demonstrated ability to develop innovative technical solutions to complex problems
• Experience in writing production-quality Python code
• Comfortable working with classic ML frameworks, such as Pytorch or TensorFlow
• Strong understanding of machine learning applications development life cycle processes and tools: CI/CD, version control (git), testing frameworks, MLOps, agile methodologies, monitoring and alerting
• Comfortable working with Docker and containerised applications
• Experienced at deploying highload ML applications on container orchestrators (bare-metal k8s, GKE, EKS)
• Understanding of the concepts of GPU-powered workloads, NVIDIA drivers, container runtimes

Responsibilities

• Work in a small, dynamic team that values agility, creativity, and autonomy
• Contribute to the technical development of new AI-powered features in our apps
• Collaborate cross-functionally with teams across the business to identify user needs and design AI and Machine Learning solutions that meet these needs
• Collaborate with the MLOps team to optimize AI and Machine Learning solutions for performance and scalability
• Mentor and coach team members on ML engineering best practices
• Stay up to date with the latest developments in AI to drive innovation

Preferred Qualifications

• Strong communication skills, and the ability to work collaboratively and proactively in a fast-paced environment alongside technical and non-technical stakeholders
• A genuine passion for AI and Machine Learning, and a thoughtful approach to AI fairness, accountability, and transparency