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0Machine Learning Engineer
9 jul.NielsenIQ
Barcelona, ES
Machine Learning Engineer
NielsenIQ · Barcelona, ES
Python Agile Cloud Coumputing AWS Machine Learning
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
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 and testing 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
Additional Information
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
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
Want to keep up with our latest updates?
Follow us on: LinkedIn | Instagram | Twitter | Facebook
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: https://nielseniq.com/global/en/news-center/diversity-inclusion
Research Scientist
26 jun.NielsenIQ
Madrid, ES
Research Scientist
NielsenIQ · Madrid, ES
Python TSQL Azure Docker Cloud Coumputing Elasticsearch Git Machine Learning
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
Qualifications
Essential Requirements
- Bachelor's degree in Computer Science or an equivalent numerate discipline
- Demonstrated senior experience in Machine Learning, Deep Learning & other AI fields
- Experience working with large datasets, production-grade code & operationalization of ML solutions
- EDA analysis & practical hands-on experience with datasets, ML models (Pytorch or Tensorflow) & evaluations
- Able to understand scientific papers & develop the idea into executable code
- Analytical mindset, problem solving & logical thinking capabilities
- Proactive attitude, constructive, intellectual curiosity & persistence to find answers to questions
- A high level of interpersonal & communication skills in English & strong ability to meet deadlines
- Python, Pytorch, Git, pandas, dask, polars, sklearn, huggingface, docker, databricks
- Masters degree &/or specialization courses in AI/ML. PhD in science is an added value
- Experience in MLOPs (MLFlow, Prefect) & deployment of AI/ML solutions to the cloud (Azure preferred)
- Understanding & practice of LLMs & Generative AI (prompt engineering, RAG)
- Experience with Robotic Process Automation, Time Series Forecasting & Predictive modeling
- A practical grasp of databases (SQL, ElasticSearch, Pinecone, Faiss)
- Previous experience in retail, consumer, ecommerce, business, FMCG products (NielsenIQ portfolio)
Job Description
We are looking for a Research Scientist with a data-centric mindset to join our applied research and innovation team. The ideal candidate will have a strong background in machine learning, deep learning, operationalization of AI/ML and process automation.
You will be responsible for analyzing data, researching the most appropriate techniques, and the development, testing, support and delivery of proof of concepts to resolve real-world and large-scale challenging problems.
Job Responsibilities
Develop and apply machine learning innovations with minimal technical supervision. Understand the requirements from stakeholders and be able to communicate results and conclusions in a way that is accurate, clear and winsome.
Perform feasibility studies and analyse data to determine the most appropriate solution. Work on many different data challenges, always ensuring a combination of simplicity, scalability, reproducibility and maintainability within the ML solutions and source code.
Both data and software must be developed and maintained with high-quality standards and minimal defects. Collaborate with other technical fellows on the integration and deployment of ML solutions. To work as a member of a team, encouraging team building, motivation and cultivating effective team relations
Additional Information
With @NielsenIQ, we’re now an even more diverse team of 40,000 people – each with their own stories
Our increasingly diverse workforce empowers us to better reflect the diversity of the markets we measure.
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
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
Want to keep up with our latest updates?
Follow us on: LinkedIn | Instagram | Twitter | Facebook
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: https://nielseniq.com/global/en/news-center/diversity-inclusion
Senior Director of Product (R&D)
23 jun.NielsenIQ
Valladolid, ES
Senior Director of Product (R&D)
NielsenIQ · Valladolid, ES
Machine Learning
Company Description
Senior Director, Product Leadership (AI R&D)
Think about the billions of purchases that consumers make every single day around the world. Imagine trying to make sense of the trillions of data points that represent these purchases. From a family doing online shopping for household essentials to a quick run to the supermarket, NIQ connects a variety of data assets to provide a complete picture of consumer activity for retailers and manufacturers.
NielsenIQ Product Leadership develops and drives forward our product strategy for NIQ data. From panel and retail measurement, to our platform services and suites of applications, NIQ Product Leadership defines the market opportunities that shape our products that clients use to make strategic business decisions. NIQ’s Platform Product team supports the global Product, Technology, and Operations teams with the ability to deliver faster and efficiently on commercial needs.
We need a Senior Director of Product interested in Platform as a Service and Technology innovation in the Retail & Manufacturing industry. This role is core to creating the future for how our platform evolves to support leveraging Generative AI and Machine Learning technology to evolve our organization’s ways of working every day. In this role, you will research, define, & design to innovate and evolve NIQ’s product opportunities.
Responsibilities
Job Description
- Drive and influence the strategy for your product(s), following the full product development life cycle while representing the market and technology trends
- Provide product domain and industry expertise on the product strategy, technical implementation, and operational process
- Evangelize the product(s) and platform with internal stakeholders and clients as subject matter expert on the product
- Lead a group on product discovery and drive opportunity assessments
- Ensure end to end product definition and delivery of solutions
- Able to articulate the product strategy, technical implementation, and operational process
- Partner with global teams of R&D, marketing, operations, sales, and finance stakeholders to ensure solutions meet defined business objectives
Qualifications
- Bachelor’s Degree, or equivalent work experience
- 20+ years of experience in a Product role, with previous experience in a Technology, Operations, or Data Science role
- Solid ability to present information in the simplest and most compelling way
- Solid communication skills, including the ability to influence key stakeholders and interface with clients
- Solid experience in data and database modeling
- Solid experience in applying AI and ML technologies
- Industry leader in in FMCG and/or Retail industry is a plus
- Good understanding of technical concepts, services and implementations
- Excited to ideate on new challenges while simultaneously diving into the details
- Ability to form a point of view on the client benefits for your products and services and the value to NIQ, connecting them to the design principles and articulating them to others
- Thrives in a fast-paced, collaborative, and flexible environment where no two days are the same
- Enjoys working in the gray or unknown - defining the undefined, challenging the status quo, and solving uncharted business challenges
Our Benefits
- Flexible working environment
- Volunteer time off
- LinkedIn Learning
- Employee-Assistance-Program (EAP)
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
Want to keep up with our latest updates?
Follow us on: LinkedIn | Instagram | Twitter | Facebook
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: https://nielseniq.com/global/en/news-center/diversity-inclusion