About the Role
As an Experienced Software Engineer on the Machine Learning (ML) Platforms team at Plaid, you will play a pivotal role in architecting and developing the core infrastructure that powers Plaid's machine learning initiatives. Your work will directly contribute to the innovation and effectiveness of ML products in areas such as transaction enrichment, credit evaluation, and risk assessment. If you're interested in helping build the state of art AI/ML solutions to unblock financial freedom for everyone, let's chat!
Responsibilities
- Architecting Scalable ML Infrastructure: You will design and develop scalable, efficient, and robust machine learning infrastructure that supports the lifecycle of ML models—from data ingestion and processing to training, evaluation, and deployment. This infrastructure must be capable of handling large-scale data and complex computations with high reliability and performance.
- Improving ML Operations (MLOps): You will innovate and implement best practices in MLOps to streamline the development, deployment, and monitoring of ML models. This includes automating pipelines, ensuring model reproducibility, and facilitating seamless model versioning and rollout.
- Cross-Functional Collaboration: You will collaborate with product managers, data scientists, and other engineering teams to understand their needs and translate them into ML platform capabilities. This collaborative approach ensures that the ML infrastructure effectively supports product features and business objectives.
- Mentorship and Leadership: You will mentor junior engineers and peers, sharing your knowledge and expertise to promote a culture of technical excellence. Your leadership will help develop the team's skills and foster innovation.
- Staying Ahead of the Curve: You will keep abreast of the latest developments in machine learning, data engineering, and cloud technologies. By staying informed about industry trends and challenges, you will ensure that Plaid's ML platform remains cutting-edge and competitive.
Qualifications
- 5+ years of Software Engineering Experience
- 2+ years with Machine learning or developing machine learning platforms
- Strong communication and architecture skills
- Python experience and k8s experience
About Plaid
Plaid is a data network that powers the tools millions of people rely on to live a healthier financial life. Plaid works with thousands of companies like Venmo, SoFi, and Betterment, several of the Fortune 500, and many of the largest banks to make it easy for people to connect their financial accounts to the apps and services they want to use. Plaid’s network covers more than 12,000 financial institutions across the US, Canada, UK and Europe. Headquartered in San Francisco, the company was founded in 2013 by Zach Perret and William Hockey.
Benefits Extracted with AI
- 401(k)
- Medical, dental, and vision insurance
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