Experienced Machine Learning Modeler
4 weeks ago
At Plaid, we're on a mission to empower individuals to take control of their financial lives. As a Machine Learning Modeler on our Payments team, you'll play a critical role in building and maintaining machine learning models that improve how millions of users understand and grow their financial lives.
Key Responsibilities
* Develop, productionize, and operate machine learning models and pipelines to improve a diverse range of Plaid products.
* Continuously propose and develop new features to improve AI/ML model performance.
* Collaborate with the ML infrastructure team to improve ML infrastructure that powers the end-to-end ML development lifecycle.
* Debug ML production issues and ensure stable model serving.
Requirements
* 5+ years of engineering experience.
* Proficiency in machine learning algorithms and solid understanding of mathematics and statistics.
* Experience in developing end-to-end data systems/products and productionizing AI/ML models.
* Experience in well-known big data processing infrastructures, like Spark, Airflow, DBT, Hive, Presto, and etc.
* Ability to architect software and ML systems at scale.
* Solid software engineer skill in complex and multi-language systems. Code fluency in Python.
What We Offer
* Competitive salary: $203,040 - $303,480 per year.
* Comprehensive benefit plan, including medical, dental, vision, and 401(k).
* Opportunity to work with a diverse team of driven individuals who care deeply about making the financial ecosystem more equitable.
Join Our Team
Plaid is proud to be an equal opportunity employer and values diversity at our company. We do not discriminate based on race, color, national origin, ethnicity, religion or religious belief, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender, gender identity, gender expression, transgender status, sexual stereotypes, age, military or veteran status, disability, or other applicable legally protected characteristics. We also consider qualified applicants with criminal histories, consistent with applicable federal, state, and local laws. Plaid is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance with your application or interviews due to a disability, please let us know at accommodations@plaid.com.
Our mission at Plaid is to unlock financial freedom for everyone. To support that mission, we seek to build a diverse team of driven individuals who care deeply about making the financial ecosystem more equitable. We recognize that strong qualifications can come from both prior work experiences and lived experiences. We encourage you to apply to a role even if your experience doesn't fully match the job description. We are always looking for team members that will bring something unique to Plaid
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