Engineering
•
Full-time
Machine Learning Engineer
New York, New York
•
hybrid
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 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.
- 3+ 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 designing and developing online and production grade ML systems.
- A degree in computer science, engineering, or a related field.
Salary Range
$162,000.00 - $210,000.00 per year salary
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.
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.
I feel most connected when...
We're having open and honest conversations about things that are going well and not going well, like celebrating a hard-earned win or sharing our struggles.
Eyan Yeung
Senior Data Scientist
Perks & Benefits
Do your best work, live your best life
401(k) Matching
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
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 6,000 courses, starting your first day.
Parental Leave & Planning
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
Fertility Support
You and your spouse/domestic partner will get easy access to fertility care through Carrot, which offers convenient access to a range of fertility care options. We offer up to $10,000 to assist with covering fertility expenses, including basic treatments and fertility preservation.
Date Stipend
Date Stipend
Hinge employees receive a $100 monthly stipend for epic dates – romantic or otherwise. HingeX is also free for employees and their loved ones.
ERGs
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.
A call to get to know each other.
Transparency, candor and humility allow us to focus on delivering outstanding results without getting distracted by ego, gossip or politics.
The skills interview.
Breakthroughs require our willingness to take risks. We strive toward audacious goals, expecting and persevering through setbacks and failures along the way.
The narrative interview.
We remember we’re all human beings first. We keep in mind who we’re serving. We listen humbly and openly. We speak and act with kindness and care. We practice radical inclusion.
The culture interview.
We remember we’re all human beings first. We keep in mind who we’re serving. We listen humbly and openly. We speak and act with kindness and care. We practice radical inclusion.
Making an offer.
We remember we’re all human beings first. We keep in mind who we’re serving. We listen humbly and openly. We speak and act with kindness and care. We practice radical inclusion.
Full-Time & Hybrid Employees
What you’ll love about our New York office.
We believe in the power of in-person connection. For full-time and hybrid employees, Hinge HQ is a place to collaborate and get to know each other.
Catered Lunches
Commuter Benefits
All-Gender Restrooms
Nursing & Wellness Rooms
Join our Team
Do you think we’d click?
If you’re passionate about inspiring intimate connections, join us.
Apply for this roleSimilar Roles
We found some other roles you might be interested in
Frequently Asked Questions
You’ve got questions, we’ve got answers
Apply for this roleWhat does Hinge’s relationship with Match Group mean?
What does Hinge’s relationship with Match Group mean?
In early 2019, Hinge was fully acquired by Match Group. Founder and CEO, Justin McLeod, still leads an executive team that sets the overall mission and vision for Hinge as well as our working norms, policies and day-to-day priorities. While certain corporate functions are managed at the MG portfolio level, working for Hinge is intentionally a unique experience.
TLDR: We get the best of both worlds! Hinge still gets to operate like a small company, and we have the stability and resources of a much larger legacy company that has stood the test of time.
I’ve never used Hinge before. Am I still a fit for this role?
I’ve never used Hinge before. Am I still a fit for this role?
Of course! Having used Hinge or any other dating app is definitely not a requirement. That being said, we are looking for team members who genuinely believe our product can and will help people all over the world connect. Our team is passionate about the dating industry and we hope you’ll be passionate about it too!
What requirements are there for in-office and hybrid roles?
What requirements are there for in-office and hybrid roles?
Hybrid roles at Hinge are based in NYC and require weekly presence in our Meatpacking District office. The team values in-person collaboration and we hope to see everyone in our beautiful office space three days a week starting Fall of 2023. Each team will have some freedom to determine what works best for them, but we generally aim for consistent in-office days to maximize the opportunity to collaborate.
TLDR: Beautiful working spaces, lots of plants, even more food and snacks, dog friendly - 3 days a week :)
What can I expect from Hinge’s culture?
What can I expect from Hinge’s culture?
Relationships are at the core of everything we do.
And not just the romantic kind. We can’t accomplish really hard things alone—so we make great relationships the foundation of our teamwork.
We believe our three core values. Authenticity, Courage, and Empathy are what it takes to build those great relationships.
How many people currently work at Hinge?
How many people currently work at Hinge?
We are growing each week, but last time we checked, more than 320 talented and beautiful souls are a part of the Hinge team across all of our departments.
How does compensation work?
How does compensation work?
Paying our people fairly and equitably is really important to us! We offer packages with three types of compensation depending on role type and level. Most compensation packages at Hinge consist of base salary, annual bonus target percentage and equity in the form of MTCH stock.
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.