Senior ML Engineer - End-to-End Personalization & AI

Bumble; Austin (TX); On-site; USD 220,000 - 250,000; Full time

Benefits offered by this job

Medical/dental/vision insurance

Unlimited PTO

Fully paid life and long-term disability insurance

401k with 4% company match

Monthly wellness benefit

Paid parental leave

Job summary

Bumble is searching for a Senior Machine Learning Engineer to build and deploy machine learning models that enhance user experience. You will collaborate with Product and Engineering teams, apply responsible AI practices, and work on impactful projects.

With 5+ years of experience in ML, proficiency in Python, and familiarity with tools such as Spark and Airflow, you'll have the opportunity to make a direct impact in a thriving environment.

Benefits include competitive insurance packages, unlimited PTO, and paid parental leave.

Qualifications

• Typically requires 5–8 years of experience in machine learning.
• Strong experience building and deploying models in production environments.
• Ability to collaborate effectively across functions.

Responsibilities

• Build and deploy machine learning models that improve user experience.
• Own end-to-end problems from data exploration to production deployment.
• Develop scalable ML pipelines using tools like Spark and Airflow.

Skills

Building and deploying machine learning models

Proficiency in Python

Experience with ML frameworks (e.g., PyTorch, TensorFlow)

Experience with data pipelines (e.g., Spark, Airflow)

A/B testing and model evaluation

Collaborative mindset

Education

5-8 years of experience

Tools

Spark

Airflow

Job description

Bumble is searching for a Senior Machine Learning Engineer to build and deploy machine learning models that enhance user experience. You will collaborate with Product and Engineering teams, apply responsible AI practices, and work on impactful projects.

With 5+ years of experience in ML, proficiency in Python, and familiarity with tools such as Spark and Airflow, you'll have the opportunity to make a direct impact in a thriving environment.

Benefits include competitive insurance packages, unlimited PTO, and paid parental leave.