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Machine Learning Engineer
hace 1 mes
NielsenIQ is a consumer intelligence company that delivers the Full View, the world's most complete and clear understanding of consumer buying behavior that reveals new pathways to growth. Since 1923, NIQ has moved measurement forward for industries and economies across the globe. We are putting the brightest and most dedicated minds together to accelerate progress. Our diversity brings out the best in each other so we can leave a lasting legacy on the work that we do and the people that we do it with. NielsenIQ offers a range of products and services that leverage Machine Learning and Artificial Intelligence to provide insights into consumer behavior and market trends. This position opens the opportunity to apply the latest state of the art in AI / ML and data science to global and key strategic projects.
- Full-time
Company Description
NielsenIQ is a consumer intelligence company that delivers the Full View, the world's most complete and clear understanding of consumer buying behavior that reveals new pathways to growth. Since 1923, NIQ has moved measurement forward for industries and economies across the globe. We are putting the brightest and most dedicated minds together to accelerate progress. Our diversity brings out the best in each other so we can leave a lasting legacy on the work that we do and the people that we do it with. NielsenIQ offers a range of products and services that leverage Machine Learning and Artificial Intelligence to provide insights into consumer behavior and market trends. This position opens the opportunity to apply the latest state of the art in AI / ML and data science to global and key strategic projects.
Job Description
Job Description :
As a Machine Learning Engineer you will have following key accountabilities :
- Design, develop, test, deploy, maintain and enhance Machine Learning solutions using best software engineering practices
- Implement machine learning solutions / pipelines which can scale, in cloud-based environments (AWS) utilizing containerized applications, distributed processing frameworks, CI / CD tools, airflow / other orchestration tools, terraform / other IAAC tools, monitoring solutions like Grafana
- Optimize data science and machine learning models using code optimization, high performance computing
- Define and implement best practices in Media Measurement's Data Science solutions with a focus on end-to-end management of the model lifecycle using MLOps practices
- Actively share Data Science knowledge within our organization and represent NIQ's Data Science expertise at conferences and workshops
Qualifications
Qualifications
Now you know what a Machine Learning Engineer does. What skills, qualifications & experience do you need for this job?
- Ability to fluidly communicate in an English business environment
- PhD or master's degree that reflects computer science / engineering and statistical / mathematical skills and 4+ years of experience
- Solid programming skills in languages such as Python and the respective Machine Learning ecosystem
- Solid computer science / engineering fundamentals, including data structures, algorithms, computability and complexity and computer architecture, software design principles and patterns andtesting strategies
- Solid expertise in distributed computing in the cloud, dealing with enormous amounts of data and distributed computations
- Knowledge of Math, Statistics and Machine Learning (e.g., statistical tests, classification, predictive modelling, handling of missing data, sampling, weighting)
- Working experience with agile development practices is a plus
Admittedly, this is a long list and we do not expect you to be able to tick off every single point on it. Learning on the job and formal trainings will help you to close potential knowledge gaps and quickly bring you up to speed.
Additional Information
- Flexible working environment
- Volunteer time off
About NIQ
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.
For more information, visit NIQ.com
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Our commitment to Diversity, Equity, and Inclusion
NIQ is committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce. We exist to count everyone and are on a mission to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We enthusiastically invite candidates who share that mission to join us. We are proud to be an Equal Opportunity / Affirmative Action-Employer, making decisions without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability status, age, marital status, protected veteran status or any other protected class. Our global non-discrimination policy covers these protected classes in every market in which we do business worldwide. Learn more about how we are driving diversity and inclusion in everything we do by visiting the NIQ News Center : interested
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