Senior Machine Learning Engineer, ML Platform
Share
Job Location:
San Francisco, CA - USA
Monthly Salary:
Not Disclosed
Posted on:
30+ days ago
Vacancies:
1 Vacancy
Job Summary
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 provide support and guidance at the corporate level. They work across business groups and around the globe spanning time zones and disciplines to develop inclusive People policies forecast finances give legal counsel safeguard systems nurture new initiatives and more. Every challenge creates possibilities and we need different perspectives to see them all. Bring yours to Block.
The Role
Block uses Machine Learning and AI across many of its products and domains. For ML practitioners Block-wide the ML Inference & Training team provides critical infrastructure platforms and libraries required to develop productionize and observe ML models.
We are an established team of 13 engineers and 1 manager across a few countries and timezones sitting within the ML & Data Platform organization. Our projects cover extending mature platforms (e.g online ML hosting/inference internal python SDKs) as well as greenfield initiatives such as LLM hosting/monitoring rearchitecting our training stack or building out new tooling for large-scale offline evaluations.
We are looking for an enthusiastic and experienced Machine Learning Engineer to join our team and help us build out the best ML infrastructure this role youll work closely with applied ML teams across Block to understand their challenges - scoping and exploring opportunities to improve their ability to deliver novel ML solutions at scale.
Youll work on high-visibility meaningful projects that can have a significant impact on Blocks continued success with ML influencing our roadmap and working across the ML Lifecycle. We welcome individuals who are passionate about building for the real world embracing pragmatic approaches and seeing challenges from fresh nontraditional viewpoints.
You Will
- Develop scalable ML/AI systems and platforms
- Be on the cutting edge of advancements in ML/AI across the industry
- Collaborate across diverse teams to deliver impactful platform solutions by understanding and generalizing the problems of cross-functional stakeholders
- Support critical ML systems used for fraud detection language models recommendation systems and underwriting
- Influence our roadmap and ensure were working on the highest impact problems within the ML infrastructure domain
You Have
- 8 years of experience in software development and/or machine learning experience with a focus on internal platforms or infrastructure
- Deep understanding of architectures for ML-backed solutions and the ML lifecycle - from data gathering training model evaluation MLOps and productionizing models (both classical ML and deep learning/LLMs)
- A desire to understand our clients needs in order to design tools and systems that solve our customers problems. As a platform team our main customers are internal developers and products
- Ability to produce production-quality code and services incorporating testing evaluation monitoring as well as the ability to quickly adapt to a new domain hack MVPs and iterate to improve product
- Experience using any of the major cloud vendors for high scale production use cases
- Strong communication skills (verbal and written) with technical and non-technical stakeholders
Technologies We Use and Teach
We value general and versatile engineering skill over specific experience with our current stack but some examples:
- Golang Python TypeScript React
- gRPC Protocol Buffers
- AWS (Sagemaker EC2 EKS) Databricks
- NVIDIA Triton vLLM ONNX
Were working to build a more inclusive economy where our customers have equal access to opportunity and we strive to live by these same values in building our workplace. Block is an equal opportunity employer evaluating all employees and job applicants without regard to identity or any legally protected class. We will consider qualified applicants with arrest or conviction records for employment in accordance with state and local laws and fair chance ordinances. We believe in being fair and are committed to an inclusive interview experience including providing reasonable accommodations to disabled applicants throughout the recruitment process. We encourage applicants to share any needed accommodations with their recruiter who will treat these requests as confidentially as possible. Want to learn more about what were doing to build a workplace that is fair and square Check out our ID page.
While there is no specific deadline to apply for this role U.S. roles are typically open for an average of 55 days before being filled by a successful candidate. Please refer to the date listed at the top of this job page for when this role was first posted.
Required Experience:
Senior IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
Made up of Square, Cash App, Afterpay, TIDAL, Bitkey, and Proto, Block, Inc. builds technology to increase access to the global economy.
