Data Driven Machine Learning Engineer: Scaling Recommendations
hace 4 semanas
Constructor.io is a leading provider of product search and discovery solutions for e-commerce retailers. Our cutting-edge technology powers billions of requests every year, making it an integral part of the online shopping experience.
Job DescriptionWe are seeking an experienced Data-Driven Machine Learning Engineer to join our Recommendations team. In this role, you will be responsible for designing and implementing algorithms that optimize business KPIs like revenue and conversions for our Recommendations product.
Key Responsibilities:- Create a cutting-edge personalized recommendation system using ML, engineered to handle over 100 million requests per day seamlessly.
- Design and deliver new recommendation features and products to satisfy customer needs and drive revenue growth in an efficient manner.
- Improve business KPIs by validating hypotheses with new recommendation features and techniques.
To be successful in this role, you will need:
- A strong knowledge of machine learning fundamentals.
- Proficiency in Python, with experience in variants of SQL and big data stacks like Spark, Presto/Athena, and Hive.
- A proven track record of delivering production ML systems and conducting A/B tests to validate their value.
- Excellent English communication skills.
- A passion for helping others grow and succeed as developers.
- Data-driven mindset with a passion for experimenting and using customer feedback to drive decision-making.
We offer a competitive compensation package including:
- A base salary range of 80-110K USD + stock options.
- Unlimited vacation time.
- A fully remote work environment.
- Apple laptops provided for new employees.
- Training and development budget for every employee.
- Parental leave for qualified employees.
The language code for this job posting is en.
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