- Develop and execute against both short and long-term roadmaps. Make effective tradeoffs that consider business priorities, user experience, and a sustainable technical foundation
- Design, implement, and scale critical machine learning model development to support company wide strategic initiatives
- Improve existing models to help enable new product ideas and improve productivity for our users and across the company
- Assist with team growth and development while maintaining a high bar for excellence and technical curiosity
- Own and build cross-functional partnerships with stakeholders including dependency engineering teams, product, design, infrastructure, and operations
- Minimum of 15+ years of ML engineering industry experience OR equivalent combined work experience reflecting domain expertise as relevant to this position
- PhD in a relevant field (computer science, machine learning, AI, statistics, physics, ...)
- Strong understanding of machine learning approaches and algorithms: Deep Learning, LLM, Generative Models, NLP
- Demonstrated experience of leading company-wide initiatives spanning multiple teams and organizations OR leveraging deep domain expertise to influence tech roadmap planning and execution
- Demonstrated ability to effectively collaborate across multiple teams and stakeholders to drive business outcomes
- Experience, mentoring, and investing in the development engineers and peers
-
Software Engineer, Foundations
4 days ago
Tecton Corporation San Francisco, United StatesAt Tecton , we solve the complex data problem in production machine learning. Tecton's feature platform makes it simple to activate data for smarter models and predictions. Tecton abstracts away the complex engineering to speed up innovation. · Tecton's founders developed the fi ...
-
Engineering Manager, Foundation
3 weeks ago
Middesk San Francisco, CA, United States[Full Time] Engineering Manager, Foundation at Middesk (United States) | BEAMSTART Jobs · Engineering Manager, Foundation · Middesk United States · Date Posted · 15 Jun, 2023 · Work Location · San Francisco, United States · Salary Offered · $205000 — $277000 yearly · Job ...
-
Software Engineer, XR Foundations
2 weeks ago
Unity Technologies San Francisco, United StatesSan Francisco, CA, USA · Software Engineer, XR Foundations · Location · San Francisco, CA, USA · Department · Engineering · Requisition ID · JOBREQ · Role description · The Opportunity · At Unity, we are passionate about the new creative avenues that AR and VR bring to our devel ...
-
Software Engineer, XR Foundations
2 weeks ago
UNITY San Francisco, United StatesThe Opportunity · At Unity, we are passionate about the new creative avenues that AR and VR bring to our developers. We are investing heavily in these futures, from integrating third party hardware to developing mechanisms to allow developers to easily take advantage of these new ...
-
Staff Engineer, ML Foundations
3 weeks ago
Stripe San Francisco, United StatesWho we are · About Stripe · Stripe is a financial infrastructure platform for businesses. Millions of companies-from the world's largest enterprises to the most ambitious startups-use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our ...
-
Lead Engineer, Foundation Models
6 days ago
Outdefine San Francisco, United StatesAs a skilled professional seeking career growth, you deserve access to the best job opportunities available. Join Outdefine's Trusted community today and apply to premier job openings with leading enterprises globally. Set your own rate, keep all your pay, and enjoy the benefits ...
-
Staff Engineer, ML Foundations
4 days ago
Stripe San Francisco, United StatesWho we are · About Stripe · Stripe is a financial infrastructure platform for businesses. Millions of companies-from the world's largest enterprises to the most ambitious startups-use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our m ...
-
Fullstack Engineer, Channels Foundation
2 weeks ago
Reddit San Francisco, United StatesDesign, build, and ship features, experiments and products for millions of users to support our notification system Communicate effectively, within the team and across disciplines. Work closely with product managers and designers to craft compelling Engineer, Technology, Business ...
-
Fullstack Engineer, Channels Foundation
2 weeks ago
Reddit San Francisco, United States Full time· Reddit is a community of communities. It's built on shared interests, passion, and trust and is home to the most open and authentic conversations on the internet. Every day, Reddit users submit, vote, and comment on the topics they care most about. With 100,000+ active communi ...
-
Philpar San Francisco, United StatesAs a Data Engineer at MFI, you will play a crucial role in leveraging data to drive product discovery, development, and strategy. You will be responsible for identifying and answering key questions, generating actionable insights, and ensuring data-informed decision making. Worki ...
-
Software Engineer, XR Foundations
3 weeks ago
Unity SanFrancisco, United StatesThe Opportunity · At Unity, we are passionate about the new creative avenues that AR and VR bring to our developers. We are investing heavily in these futures, from integrating third party hardware to developing mechanisms to allow developers to easily take advantage of these new ...
-
Software Engineer, Design Foundations
2 weeks ago
Discord SanFrancisco, United StatesDiscord is about giving people the power to create space to find belonging in their lives. We want to make it easier for you to talk regularly with the people you care about. We want you to build genuine relationships with your friends and communities close to home or around the ...
-
Philpar San Francisco, CA, United StatesWikimedia Foundation: Senior Site Reliability Engineer (Database) · The Wikimedia Foundation is seeking a Senior Site Reliability Engineer (Databases). Our objective is to make the sum of all human knowledge available to everyone, and we persist most of this knowledge in MariaDB. ...
-
Block San Francisco, United StatesJob Description · Job DescriptionCompany Description · Block is one company built from many blocks, all united by the same purpose of economic empowerment. The blocks that form our foundational teams — People, Finance, Counsel, Hardware, Information Security, Platform Infrastruct ...
-
Square San Francisco, United States Full timeCompany Description · Block is one company built from many blocks, all united by the same purpose of economic empowerment. The blocks that form our foundational teams — People, Finance, Counsel, Hardware, Information Security, Platform Infrastructure Engineering, and more — prov ...
-
Block San Francisco, United States Full timeCompany Description · Block is one company built from many blocks, all united by the same purpose of economic empowerment. The blocks that form our foundational teams - People, Finance, Counsel, Hardware, Information Security, Platform Infrastructure Engineering, and more - provi ...
-
Staff Engineer, ML Foundations
3 weeks ago
Stripe South San Francisco, United States Full timeWho we are · About Stripe · Stripe is a financial infrastructure platform for businesses. Millions of companies—from the world's largest enterprises to the most ambitious startups—use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our ...
-
Cadd Designer
1 week ago
PGH Wong Engineering, Inc. San Francisco, United StatesPGH Wong Engineering, Inc. has a proud and lengthy history of delivering innovative, challenging, and complex projects. PGH Wong was established in 1985 on its extraordinary foundation in systems engineering and is now a full-service engineering, architecture, construction manage ...
-
Network Engineer, Foundation and Support
2 weeks ago
META Fremont, United StatesSummary: · The Edge & Network Services (ENS) team at Meta is seeking passionate individuals to help us tackle the unique challenges and opportunities we face while contributing to our mission of connecting the world. This global team offers a unique career opportunity to work wit ...
-
Lead Data Architect
3 weeks ago
Logicon California City, United States**Lead Data Architect** · **RESPONSIBILITIES** · - Serve as the technical domain expert on foundational data and integration technologies. · - Provide support to business partners and development teams in leveraging data and integration solutions effectively. · - Steer technology ...
Staff Machine Learning Engineer, ML Foundations - San Francisco, United States - Stripe
Description
Who we areAbout Stripe
Stripe is a financial infrastructure platform for businesses. Millions of companies-from the world's largest enterprises to the most ambitious startups-use Stripe to accept payments, grow their revenue, and accelerate new business opportunities. Our mission is to increase the GDP of the internet, and we have a staggering amount of work ahead. That means you have an unprecedented opportunity to put the global economy within everyone's reach while doing the most important work of your career.
About the team
Machine learning is an integral part of almost every service at Stripe. It is a key investment area with products and use cases that span merchant and transaction risk, payments optimization, identity, and merchant data analytics and insights (Sigma). We are also using the latest generative AI technologies (such as LLMs and FMs) to re-imagine product experiences and developing AI Assistants both for our customers (e.g. Radar Assistant and Sigma Assistant), and also to make Stripes more productive across Support, Marketing, Sales, and Engineering roles within the company.
From a data perspective, Stripe handles over $1T in payments volume per year, which is roughly 1% of the world's GDP. We process petabytes of financial data using our ML platform to build features, train models, and deploy them to production. We use a combination of highly scalable and explainable models such as linear/logistic regression and random forests, along with the latest deep neural networks from transformers to LLMs. Some of our latest innovations have been around figuring out how best to bring transformers and LLMs to improve existing models and also enable entirely new product ideas that are only made possible by GenAI.
What you'll do
As part of the ML Foundations organization you will play a critical role in the acceleration of our Machine Learning journey at Stripe. The organization develops the AI/ML foundational platform features and GenAI models to enable all Stripes to create AI/ML powered product features and applications. As a lead you will be responsible for helping build out the Machine Learning roadmap for the organization, end to end model development, and driving Machine Learning and GenAI initiatives. You will also coach and mentor our engineering talent, and work closely with engineering leadership and large cross-functional teams including engineering, data scientists and product teams to help scale the AI/ML efforts.
Responsibilities
We're looking for someone who meets the minimum requirements to be considered for the role. If you meet these requirements, you are encouraged to apply. The preferred qualifications are a bonus, not a requirement.
Minimum requirements