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Machine Learning Engineer

Min Experience

3 years

Location

Warsaw, Poland

JobType

full-time

About the job

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About the role

The Machine Learning Engineering (MLE) team in the NIQ Technology & Data department is an international team with colleagues working in Nuremberg, Malaysia, and Warsaw. Our MLEs work with data scientists in research teams and in cross-functional teams that include product experts, data analysts, software engineers, SREs, and front-end developers. We are using various technologies over the various products and apply state-of-the-art science and machine learning techniques to provide data-driven intelligent solutions for our clients. The MLE team actively encourages the personal growth of its members by offering continuous learning opportunities. The MLEs at NIQ Technology & Data department have a horizontal function. This will give you the opportunity to work in different product teams where you can gain experience In other business areas, meet new colleagues and become familiar with new methods and technologies. This is a Warsaw based position (hybrid) - there is no travel required. Mission: * Optimize, standardize and implement data science and machine learning solutions at a large scale and in cloud-based environments * Support the development of end-to-end analytical approaches based on product concepts * Work with NIQ's Point of Sale / third-party data to develop Data Science solutions for implementation and standardization in production environments * Work closely with engineering, bridging the gap between Data Science and software engineers * Screen the market for potential new/innovative Data Science approaches * Actively share Data Science knowledge within our organization * Represent NIQ's MLE / MLEOps expertise at conferences and workshops. Responsibilities: * Design, develop, test, deploy, maintain and enhance ML solutions using software engineering best practices * Study and convert data science prototypes to production quality ML Solution * Implement machine learning solutions at a large scale, in on-premises or cloud-based environments * Implement end-to-end management of the model lifecycle using MLOps practices * Create and improve methods and tools and contribute to best practices in the area of Data Science * Foster ML related knowledge exchange within NIQ, especially around code quality and engineering best practices related knowledge exchange within NIQ * Contribute to Communities of Practice * Present NIQ's MLE / MLEOps expertise at conferences and workshops * Support development of talent and organise required trainings

About the company

NIQ is the world's leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth. In 2023, NIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer insights—delivered with advanced analytics through state-of-the-art platforms—NIQ delivers the Full View™. NIQ is an Advent International portfolio company with operations in 100+ markets, covering more than 90% of the world's population.

Skills

python
machine learning
sql
postgresql
bigquery
statistics
econometrics
causal inference
experimental design