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Research Scientist
hace 1 mes
We are seeking a highly skilled Research Scientist with expertise in AI/ML to join our applied research and innovation team at NielsenIQ. The ideal candidate will have a strong background in machine learning, deep learning, language models, and GenAI, with a proven track record of developing and applying innovative solutions to real-world problems.
Key Responsibilities:
- Analyze complex data sets to identify patterns and trends, and develop and apply machine learning innovations to resolve challenging problems.
- Collaborate with cross-functional teams to integrate and deploy ML solutions, and work on multiple data challenges to ensure simplicity, scalability, reproducibility, and maintainability.
- Develop and apply machine learning innovations by collaborating with other team members and company stakeholders, and communicate results and conclusions in a clear and concise manner.
- Perform feasibility studies and analyze data to determine the most appropriate solution, and work on multiple projects simultaneously to meet deadlines.
Requirements:
- PhD/Masters in a specific area of AI/ML with scientific soundness and published papers.
- 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, and databricks.
- Analytical mindset, problem-solving, and logical thinking capabilities.
- Proactive attitude, constructive, intellectual curiosity, and persistence to find answers to questions.
- 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.