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Principal Machine Learning Engineer - ZMS(m/w/x)
Architecting low-latency recommendation engines for e-commerce fashion. Python, Java Flink, and PyTorch expertise required. 27-30 days holiday, up to 60% remote.
Requirements
- Excellent software development engineering skills for MLOps/MLaaS in production
- Strong verbal and written communication and presentation abilities
- Hands-on professional programming experience with Python, Java Flink, pySpark, PyTorch, TensorFlow
- Strong programming skills with high performance language (Java, Scala, Go)
- Experience working with Python in production
- Experience building, deploying, operating data-driven systems in cloud
- Experience with feature stores & feature engineering pipelines
- Experience with data ingestion & transformation
- Experience with machine learning workflow orchestration
- Thrive to coach and mentor senior engineers
- Work closely with applied scientists, senior ML engineers, data scientists
Tasks
- Lead real-time recommendation engine development
- Drive production solution operationalization
- Cultivate best practices in software development and MLOps
- Architect machine learning solutions for low latency
- Mentor engineers across multiple projects
- Manage competing priorities within timelines
- Optimize deployed models for performance and latency
- Collaborate with applied science and engineering teams
- Work with product managers and business stakeholders
- Identify new opportunities for state-of-the-art solutions
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Native
Tools & Technologies
- Python
- Java Flink
- pySpark
- PyTorch
- TensorFlow
- Java
- Scala
- Go
- MLOps
- MLaaS
- feature stores
- feature engineering pipelines
- data ingestion
- data transformation
- machine learning workflow orchestration
Benefits
More Vacation Days
- 27-30 days of holiday
Purpose-Driven Work
- 2 paid volunteering days
Flexible Working
- Hybrid working model
- Up to 60% remote per week
Additional Allowances
- Work from abroad allowance
Competitive Pay
- Employee shares program
Corporate Discounts
- Employee discounts
Other Benefits
- Relocation assistance
Family Support
- Family services
Healthcare & Fitness
- Health and wellbeing options
Mental Health Support
- Mental health support
Learning & Development
- Training platform
Mentorship & Coaching
- Biannual peer-to-peer review
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Principal Machine Learning Engineer - ZMS(m/w/x)
Architecting low-latency recommendation engines for e-commerce fashion. Python, Java Flink, and PyTorch expertise required. 27-30 days holiday, up to 60% remote.
Requirements
- Excellent software development engineering skills for MLOps/MLaaS in production
- Strong verbal and written communication and presentation abilities
- Hands-on professional programming experience with Python, Java Flink, pySpark, PyTorch, TensorFlow
- Strong programming skills with high performance language (Java, Scala, Go)
- Experience working with Python in production
- Experience building, deploying, operating data-driven systems in cloud
- Experience with feature stores & feature engineering pipelines
- Experience with data ingestion & transformation
- Experience with machine learning workflow orchestration
- Thrive to coach and mentor senior engineers
- Work closely with applied scientists, senior ML engineers, data scientists
Tasks
- Lead real-time recommendation engine development
- Drive production solution operationalization
- Cultivate best practices in software development and MLOps
- Architect machine learning solutions for low latency
- Mentor engineers across multiple projects
- Manage competing priorities within timelines
- Optimize deployed models for performance and latency
- Collaborate with applied science and engineering teams
- Work with product managers and business stakeholders
- Identify new opportunities for state-of-the-art solutions
Education
- Bachelor's degreeOR
- Master's degree
Languages
- English – Native
Tools & Technologies
- Python
- Java Flink
- pySpark
- PyTorch
- TensorFlow
- Java
- Scala
- Go
- MLOps
- MLaaS
- feature stores
- feature engineering pipelines
- data ingestion
- data transformation
- machine learning workflow orchestration
Benefits
More Vacation Days
- 27-30 days of holiday
Purpose-Driven Work
- 2 paid volunteering days
Flexible Working
- Hybrid working model
- Up to 60% remote per week
Additional Allowances
- Work from abroad allowance
Competitive Pay
- Employee shares program
Corporate Discounts
- Employee discounts
Other Benefits
- Relocation assistance
Family Support
- Family services
Healthcare & Fitness
- Health and wellbeing options
Mental Health Support
- Mental health support
Learning & Development
- Training platform
Mentorship & Coaching
- Biannual peer-to-peer review
About the Company
Zalando Marketing Services GmbH
Industry
Marketing
Description
Zalando Marketing Services is a marketing unit for Zalando's brand partners, offering diverse products across multiple channels for advertising objectives.
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