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Staff Machine Learning Platform Engineer

Dating app designed to be deleted, helping people find genuine relationships and create a less lonely world.
$244,000 - $293,000
Machine Learning
Staff Software Engineer
Hybrid
1,000 - 5,000 Employees
5+ years of experience
AI · Consumer

Description For Staff Machine Learning Platform Engineer

Hinge, the dating app designed to be deleted, is seeking a Staff Machine Learning Platform Engineer to lead their Feature Store platform development. This role sits at the intersection of ML infrastructure and engineering leadership, requiring both technical expertise and strategic vision.

The position involves architecting and maintaining Hinge's Feature Store capabilities, enabling both offline and online feature serving for machine learning applications. You'll be responsible for creating scalable solutions that support data exploration, feature engineering, and model training/inference workflows. The role requires deep technical knowledge in ML systems, data engineering, and cloud platforms, while maintaining a strong focus on user experience and system efficiency.

As a technical leader, you'll collaborate with ML engineers, data scientists, and platform teams to ensure the Feature Store meets growing data demands while maintaining compliance with privacy frameworks. The position offers significant growth opportunity, as you'll be instrumental in shaping Hinge's ML infrastructure future.

The compensation is competitive, ranging from $244,000 to $293,000 annually, with comprehensive benefits including 401(k) matching, learning stipends, and parental leave. The role is hybrid-based in New York, offering flexibility while maintaining team collaboration.

Key technical requirements include 5+ years of engineering experience, proficiency in Python/Go/Java, and extensive knowledge of cloud platforms and ML systems. The ideal candidate will combine technical expertise with leadership skills, having experience in leading projects and mentoring team members.

This role presents a unique opportunity to impact millions of users' lives through ML infrastructure while working with cutting-edge technologies in a rapidly growing team. The position offers both technical challenges and leadership opportunities, making it ideal for senior engineers looking to advance their careers in ML platforms while making a meaningful impact on how people connect and find relationships.

Last updated 2 days ago

Responsibilities For Staff Machine Learning Platform Engineer

  • Define long-term roadmap for Feature Store platform
  • Evaluate and introduce new technologies and tools
  • Architect and maintain frameworks for data ingestion and serving pipelines
  • Partner with cross-functional Platform teams
  • Collaborate with ML Engineers, Data Scientists, and Product Managers
  • Mentor and educate team members on Feature Engineering
  • Design AI platform adhering to responsible AI principles

Requirements For Staff Machine Learning Platform Engineer

Python
Go
Java
Kubernetes
  • 5+ years experience as ML Platform Engineer, Data Engineer, or Platform Engineer
  • 4+ years experience with cloud environments (GCP, AWS, Azure) and Kubernetes
  • 3+ years experience leading projects
  • 2+ years experience designing ML Feature Store systems
  • Degree in computer science, engineering, or related field
  • Strong programming skills in Python, Go, or Java
  • System design & architecture expertise
  • Data engineering expertise
  • Feature Store Platform technology skills
  • Cloud platform proficiency
  • ML lifecycle knowledge
  • Strong communication skills
  • Software leadership skills
  • Strategic leadership experience

Benefits For Staff Machine Learning Platform Engineer

401k
Education Budget
Parental Leave
  • 401(k) matching 100% of first 10% up to $10,000 per year
  • $3,000 annual Learning & Development stipend
  • Free access to Udemy courses
  • 20 weeks paid parental leave for both birth and non-birth parents
  • Fertility support through Carrot with $10,000 preservation coverage
  • $100 monthly date stipend
  • Free Hinge Premium for employees
  • Employee Resource Groups (ERGs)

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