Experienced Machine Learning Engineer
Posted on 3/24/2023

501-1,000 employees

Developer of fintech infrastructure & APIs
Company Overview
Plaid is focused on democratizing financial services through technology. They build beautiful consumer experiences, developer-friendly infrastructure, and intelligent tools that give everyone the ability to create amazing products that solve big problems.
United States
Experience Level
Desired Skills
Apache Spark
Data Analysis
AI & Machine Learning
Software Engineering
  • 5+ years in training and serving ML and optimization models in a production environment
  • 3+ years in building data intensive backend applications in large distributed systems
  • Ability to code and iterate independently on top of data infrastructure tools like Python, Spark, Jupyter notebooks, standard ML libraries, etc
  • Take pride in taking ownership and driving projects to business impact
  • Experience with industry application of optimization (integer programming, multistage stochastic optimization, approximate dynamic programming etc.) and/or reinforcement learning is a big plus
  • Ability to work with technical and non-technical teams
  • Master's degree or equivalent work experience in Computer Science, Mathematics, Engineering, Operation Research, or a closely related field
  • Build with impact. Your work will empower millions of users through well-known and emerging Fintech Applications with access to financial services
  • Apply ML and optimization technique to real world financial data traffic problems under various scenarios
  • Work on both 0-1 stage problems as well as 1-10
  • Develop ML and optimization models in a full lifecycle, from offline training to online serving and monitoring
  • Collaborate with teams across Plaid to define ML roadmap
  • Dive deep into data and apply data driven decisions in day-to-day work
  • A high ownership, bottom-up driven team
Desired Qualifications
  • Data analytics and data engineering experience is a plus