Senior Machine Learning Engineer mwd
Senior Machine Learning Engineer mwd
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Job Description
Mission
- Optimize standardize and implement data science and machine learning solutions at a large scale and in cloudbased environments
- Support the development of endtoend analytical approaches based on product concepts
- Work with NIQs Point of Sale / thirdparty 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 NIQs 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 onpremises or cloudbased environments
- Implement endtoend 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 NIQs MLE / MLEOps expertise at conferences and workshops
- Support development of talent and organise required trainings
Qualifications :
Qualifications
Essential skills
- Master or Bachelor degree that reflects computer science / engineering and statistical / mathematical skills
- Experience in machine learning software development and architectures for machine learning
- Solid experience with productionlevel code quality metrics and working closely with software and testing engineers
- Expert skills in Python and the respective Machine Learning ecosystem
- Expert skills in working in (big) database environments (RDBMS Postgres BigQuery)
- Solid statistical skills:
- either in survey statistics (sampling nonresponse adjustments Bayesian statistics)
- or econometric modelling (program evaluation forecasting economic theory panel data)
- or observational causal inference (potential outcomes structural equation models instrumental variables)
- or experimental design.
- Typically 5 years of work experience
Desirable skills
- Solid experience with agile development practices
- Good to have experience in Machine learning frameworks such as MLflow
- Good to have experience or knowledge of kubeflow Airflow docker Kubernetes
- Good to have experience in cloud computing environments (AWS GCP)
- Prior experience in pricing revenue assurance media consumption patterns is valuable but not mandatory
About you
- Ability to think creatively in addressing analytical objectives
- Ability to translate and clearly communicate sophisticated analytical information to nonexpert stakeholders and clients
- Act as a positive role model for the team by having a positive attitude and proactive approach while being approachable team player
- Already worked in leadership/mentoring positions or have the passion and ability to do so
- Ability to fluidly communicate in an English business environment
Additional Information :
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- EmployeeAssistanceProgram (EAP)
About NIQ
NIQ is the worlds 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 insightsdelivered with advanced analytics through stateoftheart platformsNIQ delivers the Full View. NIQ is an Advent International portfolio company with operations in 100 markets covering more than 90% of the worlds 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 ActionEmployer 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 nondiscrimination 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:
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
