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Staff Software Engineer, Machine Learning

4 miesięcy temu

Warszawa, Mazovia, Polska Affirm Pełny etat
Technologies Expected:
- AWS
- MySQL
- Apache Spark
- Kubernetes
- Docker
- Apache Airflow
- Python
- scikit-learn
- Pandas
- Numpy
- XGBoost
- TensorFlow
- mllib

About the Project:
The Consumer Platform ML team's goal is to deliver cutting-edge ML algorithms to create strong and scalable customer products.

We take a data-driven approach to solve issues and provide ML-powered intelligent user experiences on consumer apps and websites.

Working closely with product managers, application, and website teams, we deeply understand problems and offer impactful solutions.

Facing challenges like Personalization, Information Retrieval, and Relevance Ranking at an industrial scale pushes the boundaries of how data is perceived at Affirm.

We are seeking highly motivated engineers to join our team in Poland.

Responsibilities:
- Design, develop, and deploy ML-powered solutions for personalized user experiences, search optimization, and other customer space challenges
- Build tools for personalization of content, relevance ranking, and better information retrieval
- Collaborate with Analysts, Data Science, and Product engineering teams to develop production ML models that shape app and website content
- Enhance our understanding of new data sources to improve existing processes
- Work closely with mobile app, website, marketing, and analytics teams to comprehend performance modeling strategies and business drivers
- Act as a trusted advisor on machine learning applications across Affirm's operations

Requirements Expected:
- B.S. with 8+ years of industry experience, M.S. with 7+ years, Ph.D. with 6+ years, or equivalent
- Experience in designing real-time systems and writing production-quality software
- Proficiency with AWS technical stack and data infrastructure like MySQL, Spark, Kubernetes, Docker, and Airflow
- Strong Python programming skills
- Experience in machine learning frameworks such as scikit-learn, pandas, numpy, XGBoost, TensorFlow, and mllib
- Excellent written and oral communication skills with the ability to drive requirements and present technical concepts effectively
- Efficient team player willing to learn and mentor others
- Passion for enhancing consumer banking through applied machine learning

Offered Benefits:
- Targeted Gross Monthly Salary: 25,233 PLN
- Contract of Employment
- Flexible Spending Wallets for tech, food, and lifestyle
- Generous time off policies
- Wellness days to recharge
- Learning & Development programs
- Parental leave
- Robust health benefits
- Employee Resource & Community Groups
- Eligibility for creative tax benefits and potential sign-on bonuses