Research Scientist
hace 1 día
At NielsenIQ, we are seeking a highly skilled Research Scientist to join our applied research and innovation team. As a key member of our team, you will be responsible for analyzing data, researching the most appropriate techniques, and developing, testing, supporting, and delivering proof of concepts to resolve real-world and large-scale challenging problems.
Key Responsibilities:- Develop and apply machine learning innovations by collaborating with other team members and company stakeholders.
- Understand the requirements and be able to communicate results and conclusions in a way that is accurate, clear, and winsome.
- Perform feasibility studies and analyze data to determine the most appropriate solution.
- Work on many different data challenges, ensuring a combination of simplicity, scalability, reproducibility, and maintainability within the ML solutions and source code.
- Collaborate with other technical fellows on the integration and deployment of ML solutions.
- Encourage team building, motivation, and cultivate effective team relations.
- PhD/Masters in a specific area of AI/ML with scientific soundness and published papers.
- Able to understand scientific papers and develop the idea into executable code.
- Hands-on expertise in Machine Learning, NLP, LMs, GenAI, signal processing, and data science.
- Previous experience with key information extraction, product retrieval, and product matching.
- EDA analysis and practical hands-on experience with datasets, ML models, and evaluations.
- Proficiency in Python, Pytorch, Git, pandas, dask, polars, sklearn, huggingface, docker, databricks.
- Analytical mindset, problem-solving, and logical thinking capabilities.
- Proactive attitude, constructive, intellectual curiosity, and persistence to find answers to questions.
- A high level of interpersonal and communication skills in English and strong ability to meet deadlines.
- Keen to work as part of a diverse team of international colleagues and in a global inclusive culture.
- A minimum of 3-5 years' experience with evidence in a related ML field.
- Experience working with large datasets, production-grade code, and operationalization of ML solutions.
- Experience in MLOPs (MLFlow, Prefect) and deployment of AI/ML solutions to the cloud (esp. Azure).
- Robotic Process Automation and a practical grasp of databases (SQL, ElasticSearch, Pinecone, Faiss).
- Previous experience in retail, consumer, ecommerce, business, FMCG products (NielsenIQ portfolio).
NielsenIQ 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. 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.
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