Bumble Inc. · 15 hours ago
Senior Machine Learning Engineer
Austin, TX
Full-time
Hybrid
Senior Level
$215K/yr - $245K/yr
5+ years expBumble Inc. is an equal opportunity employer and they are seeking a Senior Machine Learning Engineer focused on scalability and productionisation. In this role, you will bring advanced machine learning models to life in production and build the pipelines and infrastructure that transform experimentation into reliable features for users.
Computer Software
No H1B
Responsibilities
Design, build and optimise ML pipelines and production systems that train, evaluate and serve recommendation models efficiently and at scale
Work in a cross-functional team alongside data scientists, machine learning scientists, software engineers and both technical and non-technical stakeholders
Partner with ML Scientists to translate research models into efficient, maintainable, and well-tested production systems
Implement monitoring, observability, and retraining strategies to ensure continuous model performance in a dynamic, global environment
Contribute to the evolution of our ML infrastructure, including CI/CD, model registries, and feature stores
Diagnose and resolve production ML issues, such as data inconsistencies and model drift, to identify and resolve infrastructure bottlenecks
Champion engineering best practices for scalability, reliability, and reproducibility across the ML lifecycle
Qualification
Required
5+ years of relevant industry experience
An advanced degree in Computer Science, Mathematics or a similar quantitative discipline
Strong software engineering background. You write clean, scalable, and maintainable code in Python or similar languages
Proven experience deploying and operating ML systems in production environments
Deep understanding of MLOps and infrastructure concepts: CI/CD for ML, feature stores, model serving, observability, and versioning
Experience with modern ML frameworks (e.g. PyTorch, TensorFlow) and orchestration tools (e.g. Airflow, Kubeflow, SageMaker, Ray)
Familiarity with containerisation and cloud-native environments (e.g. Docker, Kubernetes, GCP/AWS)
Skilled at debugging complex, distributed ML systems and optimising for performance at scale
Excellent communicator and collaborator. You communicate effectively with scientists, engineers, and non-technical stakeholders
Interested in contributing to the responsible development of ML and AI, with a focus on building systems that are fair, equitable and accountable
Benefits
Medical
Dental
Vision
401(k) match
Unlimited Paid Time Off Policy
Maven Fertility: $10,000 lifetime benefit for fertility, adoption, abortion care, and more.
26 Weeks Parental Leave: For both primary and secondary caregivers.
Family & Compassionate Leave: Inclusive of domestic violence recovery.
Unlimited Paid Time Off: Take the time you need.
Company-wide Week Off: Annual collective rest for the entire company.
Focus Fridays: No meetings, emails, or deadlines—just deep work.
Company
Bumble Inc.
Bumble Inc. is the parent company of Bumble Date, BFF, and Badoo.
501-1000 employees
Funding
Current Stage
Late StageLeadership Team
Whitney Wolfe Herd
Founder and CEO
Anu Subramanian
CFO
Recent News
2024-05-12
MarketScreener
2024-05-09
2024-05-09
Company data provided by crunchbase