Senior Machine Learning Engineer, Dating Outcomes

19 Hours ago • 4 Years + • $204,000 PA - $245,000 PA

Job Summary

Job Description

The Senior ML Engineer will be responsible for developing and implementing machine learning models to enhance the dating experience. This includes building recommendation systems, experimenting with LLMs, and deploying real-time predictive models. Responsibilities involve designing and implementing scalable models, collaborating with cross-functional teams, and mentoring junior engineers. The role requires strong programming skills, cloud platform proficiency, ML knowledge, and DevOps skills. The successful candidate will contribute to research and development, build and deploy models, and define the strategy for accelerating machine learning at Hinge.
Must have:
  • Proficiency in programming languages like Python, Java, or C++
  • Experience in training and deploying large-scale ML models (DNNs)
  • Ability to utilize cloud environments such as GCP, AWS, or Azure
  • Deep understanding of DNN architectures, model building, and debugging
  • Skills in handling and managing large datasets, including data cleaning
Good to have:
  • Familiarity with ML serving solutions like Ray, KubeFlow or W&B
  • Familiarity with PyTorch, TF, knowledge distillation, recommender systems
  • Skills in handling and managing large datasets, data cleaning
  • Experience with DevOps tooling such as Kubernetes
Perks:
  • 401(k) Matching
  • Professional Growth with Learning & Development stipend
  • Parental Leave & Planning with paid parental leave
  • Fertility Support
  • Date Stipend
  • Employee Resource Groups (ERGs)

Job Details

Hinge is the dating app designed to be deleted


In today's digital world, finding genuine relationships is tougher than ever. At Hinge, we’re on a mission to inspire intimate connection to create a less lonely world. We’re obsessed with understanding our users’ behaviors to help them find love, and our success is defined by one simple metric– setting up great dates. With tens of millions of users across the globe, we’ve become the most trusted way to find a relationship, for all.


About the Role:


The Dating Outcomes group is responsible for ensuring people see their most compatible matches, helping them better present themselves, and even starting a conversation when they match with someone. In short, we help people go on dates!


We are hiring Senior ML practitioners to help us build the foundations of an AI first dating experience using the latest advancements in the field leveraging Hinge’s years worth of preference data. You can expect to work on recommendation systems end to end, experiment with using LLMs, photo and mixed input embedding models as well as building and deploying real time predictive models that directly impact millions of users' experience. This is a fast-growing team and you will get a chance to own and define the strategy, vision, and plan for how to accelerate machine learning at Hinge.


Responsibilities
  • Own and contribute to foundational models (e.g. CLIP embeddings) that powers our recommendations pipelines.
  • Contribute to the research and development of recommender models as well experiment with the latest ML innovations (e.g. LLM agents and transcription models)
  • Design, advocate, and implement for availability, scalability, operational excellence, and cost management while delivering impact to our daters incrementally.
  • Collaborate closely with ML Engineers, Data Scientists, and Product Managers to understand their needs and identify opportunities to accelerate the AI/ML development and deployment process.
  • Mentor and educate ML Engineers on current and up and coming research, technologies and best practices of doing ML at scale.
  • Perform other job-related duties as assigned.


What We're Looking For
  • Strong programming skills: Proficiency in languages like Python, Java or C++
  • System design & architecture: Proven track record of training and deploying large scale ML models specially DNNs. Good understanding of distributed computing for learning and inference.
  • Cloud platform proficiency: The ability to utilize cloud environments such as GCP, AWS, or Azure. Familiarity with ML serving solutions like Ray, KubeFlow or W&B is a plus.
  • ML knowledge: Deep understanding of DNN architectures, track record of building, debugging and fine tuning models. Familiarity with PyTorch, TF, knowledge distillation, recommender systems are a plus.
  • Dev-ops skills: The ability to establish, manage, and use data and compute infrastructure such as Kubenetes and Terraform.
  • Data engineering knowledge: Skills in handling and managing large datasets including, data cleaning, preprocessing, and storage. Deep understanding of batch and streaming pipelines as well as orchestrators like Argo and Airflow.
  • Collaboration and communication skills: The ability to work effectively in a team and communicate complex ideas clearly with individuals from diverse technical and non-technical backgrounds..
  • Strong written communication: The ability to communicate complex ideas and technical knowledge through documentation
  • Software leadership skills: A track record of leading projects through completion with quantifiable and measurable outcomes.
  • 4+ years of experience, depending on education, as an MLE.
  • 2+ years of experience working on a cloud environment such as GCP, AWS, Azure, and with dev-ops tooling such as Kubernetes
  • 1+ year of experience leading projects with at least 1 other team member through completion.
  • 2+ years of experience for Senior designing and developing online and production grade ML systems.
  • A degree in computer science, engineering, or a related field.


$204,000 - $245,000 a year

As a member of our team, you’ll enjoy:


401(k) Matching: We match 100% of the first 10% of pre-tax 401(k) contributions you make, up to a maximum of $10,000 per year.


Professional Growth: Get a $3,000 annual Learning & Development stipend once you’ve been with us for three months. You also get free access to Udemy, an online learning and teaching marketplace with over 6000 courses, starting your first day.


Parental Leave & Planning: When you become a new parent, you’re eligible for 100% paid parental leave (20 paid weeks for both birth and non-birth parents.)


Fertility Support: You’ll get easy access to fertility care through Carrot, from basic treatments to fertility preservation. We also provide $10,000 toward fertility preservation. You and your spouse/domestic partner are both eligible.


Date Stipend: All Hinge employees receive a $100 monthly stipend for epic dates– Romantic or otherwise. Hinge Premium is also free for employees and their loved ones.


ERGs: We have eight Employee Resource Groups (ERGs)—Asian, Unapologetic, Disability, LGBTQIA+, Vibras, Women/Nonbinary, Parents, and Remote—that hold regular meetings, host events, and provide dedicated support to the organization & its community.


At Hinge, our core values are…


Authenticity: We share, never hide, our words, actions and intentions.


Courage: We embrace lofty goals and tough challenges.


Empathy: We deeply consider the perspective of others.


Diversity inspires innovation


Hinge is an equal-opportunity employer. We value diversity at our company and do not discriminate on the basis of race, religion, color, national origin, gender, sexual orientation, age, marital status, veteran status, or disability status. We believe success is created by a diverse workforce of individuals with different ideas, strengths, interests, and cultural backgrounds.


If you require reasonable accommodation to complete a job application, pre-employment testing, or a job interview or to otherwise participate in the hiring process, please let your Talent Acquisition partner know.


#Hinge

Similar Jobs

The Walt Disney Company - Lead Software Engineer - Full Stack

The Walt Disney Company

Glendale, California, United States (On-Site)
1 Week ago
ION - Software Developer  DataStage, Italy

ION

Italy (Hybrid)
6 Months ago
Microsoft - Principal Software Engineer - RDMA

Microsoft

Santa Clara, California, United States (On-Site)
1 Week ago
Glean - Software Engineer, Fullstack

Glean

Palo Alto, California, United States (On-Site)
8 Hours ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Jane Street - Enterprise Applications Engineer

Jane Street

London, England, United Kingdom (On-Site)
8 Hours ago
UXBERT Labs - Senior Technical Lead

UXBERT Labs

Riyadh, Riyadh Province, Saudi Arabia (On-Site)
3 Months ago
gravitee.io - Technical Writer

gravitee.io

London, England, United Kingdom (Hybrid)
1 Month ago
ION - Senior Technical Support Analyst, Jersey City - 7537

ION

Jersey City, New Jersey, United States (On-Site)
6 Months ago
buildstsaff - Full Stack Developer

buildstsaff

Irvine, California, United States (On-Site)
6 Years ago
ARHS - Java Achitect /Technical Lead

ARHS

Brussels, Brussels, Belgium (On-Site)
6 Months ago
Fugo Games - Software Developer

Fugo Games

İstanbul, Türkiye (On-Site)
4 Months ago
Google - Software Engineer, PhD, Early Career, Campus, 2025 Start

Google

Mountain View, California, United States (On-Site)
5 Months ago
Google - Software Engineer II, Android Wear Google Messages

Google

Kraków, Lesser Poland Voivodeship, Poland (On-Site)
2 Weeks ago
Appier - Senior Software Engineer, Backend Development (BotBonnie)

Appier

Taipei City, Taiwan (On-Site)
10 Hours ago

Get notifed when new similar jobs are uploaded

Jobs in New York, New York, United States

RemoteWorker UK - Game Developer

RemoteWorker UK

Bristol, Rhode Island, United States (Remote)
9 Months ago
Vercel - Sales Trainer and Onboarding Manager

Vercel

San Francisco, California, United States (Hybrid)
9 Hours ago
Airbyte - Sales Director

Airbyte

San Francisco, California, United States (On-Site)
1 Day ago
Samsung Semiconductor - Machine Learning Engineer Intern - PEFT

Samsung Semiconductor

San Jose, California, United States (On-Site)
3 Months ago
Kokotree - Script Writers

Kokotree

Wilmington, North Carolina, United States (On-Site)
5 Months ago
Google - Software Engineer, On-Device Machine Learning

Google

Sunnyvale, California, United States (On-Site)
2 Weeks ago
GameJobs - Lead VFX Artist

GameJobs

Boston, Massachusetts, United States (Hybrid)
1 Day ago
Team Liquid - Freelance Marketing Manager

Team Liquid

Los Angeles, California, United States (Remote)
7 Months ago
Sbm management - Custodial Lead

Sbm management

Tremont, Pennsylvania, United States (On-Site)
4 Months ago
Take-Two Interactive - Data Archivist

Take-Two Interactive

Austin, Texas, United States (On-Site)
1 Day ago

Get notifed when new similar jobs are uploaded

Similar Category Jobs

Looks like we're out of matches

Set up an alert and we'll send you similar jobs the moment they appear!

About The Company

Dallas, Texas, United States (Hybrid)

Paris, Île-de-France, France (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

New York, New York, United States (Hybrid)

View All Jobs

Get notified when new jobs are added by matchgroup

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug