Research Scientist
hace 1 semana
About NielsenIQ
NielsenIQ is a leading consumer intelligence company that delivers unparalleled insights into consumer buying behavior. With a global presence in 100+ markets, we cover over 90% of the world's population. Our mission is to count everyone and systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products.
Job Description
We are seeking a Research Scientist with a data-centric mindset 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
- Analyze data to determine the most appropriate solution and develop machine learning innovations by collaborating with other team members and company stakeholders.
- Communicate results and conclusions in a clear and accurate manner, ensuring effective team relations and collaboration.
- Perform feasibility studies and analyze data to determine the most appropriate solution, ensuring simplicity, scalability, reproducibility, and maintainability within ML solutions and source code.
- Collaborate with other technical fellows on the integration and deployment of ML solutions, ensuring high-quality standards and minimal defects.
Requirements
- 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.
- 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.
Desired Skills
- 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).
Additional Information
NielsenIQ offers a range of benefits, including flexible working environment, volunteer time off, LinkedIn Learning, and Employee-Assistance-Program (EAP).
Our Commitment to Diversity, Equity, and Inclusion
NielsenIQ 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.
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