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Senior Software Engineer, Machine Learning - Barcelona, España - Affirm
Descripción
Consumer ML team delivers Machine Learning solutions to build resilient and scalable consumer products. Our mission is to power ML-optimized user experiences across our consumer surfaces.What you'll do Use Affirm's proprietary and other third party data to develop machine learning models that personalize and optimize consumer experience across all Affirm surfaces
Partner with platform and product engineering teams to build model training, decisioning, and monitoring systems
Research ground breaking solutions and develop prototypes that drive the future of Consumer ML at Affirm
Implement and scale data pipelines, new features, and algorithms that are essential to our production models
Collaborate with the engineering, business, and product teams to define requirements for new products
On-Call Rotation - There would be an on-call rotation for this role as a requirement
What we look for Proficiency in machine learning with experience in areas such as Generalized Linear Models, Gradient Boosting, Deep Learning, and Probabilistic Calibration.
Domain knowledge in consumer experience, learning to rank, and personalization is a plus5+ years of experience as a software engineerStrong engineering skills in Python and data manipulation skills like SQL
Experience using distributed systems like Spark or Ray is a plus
Experience using open source projects and software such as scikit-learn, pandas, NumPy, XGBoost, Kubeflow
Excellent written and oral communication skills and the capability to drive cross-functional requirements with product and engineering teams
The ability to present technical concepts and results in an audience-appropriate way
Persistence, patience and a strong sense of responsibility – we build the decision making that enables consumers and partners to place their trust in Affirm
The ability to present technical concepts and results in an audience-appropriate way
Persistence, patience and a strong sense of responsibility – we build the decision making that enables consumers and partners to place their trust in Affirm
Compensation & BenefitsPay Grade - ESP30
Employees new to Affirm or promoted into a new role, typically begin in the min to mid range.
ESP base pay range per year:
Min:
€71,700
Mid:
€89,600
Max:
€107,500
We offer a competitive package, with some highlights listed below:
Flexible Spending Wallets for tech, food and lifestyleGenerous time off policiesAway Days - wellness days to take off work and rechargeLearning & Development programsParental leaveRobust health benefitsEmployee Resource & Community GroupsWe are able to offer visa sponsorship for this role, but do require that someone is based in Spain for the role.
Location - Remote Spain #LI-Remote#J-18808-Ljbffr