FAQs
What is the main purpose of the Experienced Machine Learning Engineer position at Plaid?
The main purpose of the Experienced Machine Learning Engineer position at Plaid is to build and maintain machine learning models that improve how millions of users understand and grow their financial lives, particularly focusing on products related to payments.
What are some key responsibilities of this role?
Key responsibilities of this role include developing, productionizing, and operating machine learning models and pipelines, proposing and developing new features to improve model performance, collaborating with cross-functional teams to identify business impact opportunities, and debugging ML production issues.
What qualifications are required for this position?
Required qualifications include 5+ years of engineering experience, proficiency in machine learning algorithms, experience in developing end-to-end data systems and productionizing AI/ML models, solid software engineering skills in complex systems, code fluency in Python, and experience with big data processing infrastructures like Spark and Airflow.
Is prior experience in the payments industry specifically required for this role?
While prior experience in the payments industry is not explicitly mentioned as a requirement, experience related to machine learning and related product areas is emphasized.
What programming language is primarily used in this role?
Python is the primary programming language used in this role, along with the necessity for solid software engineering skills in complex, multi-language systems.
What is the salary range for this position?
The salary range for this position is between $203,040 and $303,480 per year, with additional compensation in forms like equity and/or commission.
Does Plaid have any specific diversity and inclusion commitments?
Yes, Plaid values diversity and is committed to being an equal opportunity employer, ensuring that they do not discriminate based on various legally protected characteristics and encouraging qualified applicants from diverse backgrounds to apply.
What kind of benefits does Plaid offer to its employees?
Plaid provides a comprehensive benefit plan that includes medical, dental, vision, and 401(k) options, though specific details may vary by position and individual circumstances.
Can candidates with non-traditional backgrounds apply for this role?
Yes, candidates with non-traditional backgrounds are encouraged to apply as Plaid recognizes that strong qualifications can come from both prior work experiences and lived experiences.
What qualities does Plaid value in candidates for this position?
Plaid values technical know-how, creativity, user empathy, and teamwork in candidates for this position.