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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Scientist - Sensory Modeling - **Company:** Nielsen Consumer LLC - **Location:** United States (Remote available) - **Salary:** $132,000.0 - $165,000.0 - **Contract:** Permanent contract - **Skills:** Microsoft Azure, Information Engineering, Data Structures, Python (Programming Language), Machine Learning, SQL Databases, UML, Cloud Platform System, Information Technology - **Published:** July 2, 2026 - **Apply:** https://www.indeed.com/viewjob?jk=eb55df69f858752e ## About the Role * Master's or Ph.D. in Statistics, Data Science, Computer Science, or a related field * Strong foundation in probability theory and Bayesian inference * Experience with hierarchical/mixed-effects models and latent variable modeling * Hands-on experience with variational inference and/or MCMC methods * Experience working with consumer or sensory data, ideally within FMCG or adjacent industries * Understanding of sensory data structures and methodologies (e.g., hedonics, JAR, CATA, trained vs. untrained panels) * Proficiency in Python and/or R * Experience with machine learning techniques * Strong data engineering and SQL capabilities * Experience working in cloud environments (e.g., Azure) * Excellent communication skills with the ability to translate complex findings into clear business insights, * Experience in sensory and consumer science or consumer research analytics * Experience designing experiments for sensory and consumer studies * Experience integrating multi-study datasets (sensory, consumer, and product data) * Familiarity with marketing science and innovation analytics * Understanding of end-to-end product development and innovation processes * Experience building reusable, scalable modeling frameworks * Experience addressing panelist effects, scale-use bias, and cross-cultural differences * Proven ability to integrate heterogeneous datasets into unified modeling frameworks * Exposure to formulation or ingredient-level data and its relationship to sensory perception Impact of the Role * Drive the development of next-generation sensory intelligence capabilities * Enable scalable measurement of product performance across FMCG categories and markets * Improve data-driven decision-making in product development and innovation * Influence how sensory data is analyzed, interpreted, and applied within R&D and innovation contexts ## Description As a Data Scientist - Sensory Modeling, you will play a critical role in advancing NIQ's sensory intelligence capabilities by developing cutting-edge statistical and machine learning models. This role focuses on translating complex sensory and consumer data into actionable insights that inform product innovation and development across FMCG categories and markets. What You'll Do * Develop advanced statistical and machine learning models to analyze and predict consumer sensory preferences across products, markets, and demographics * Design and implement models for latent harmonization of sensory and consumer datasets across studies, methodologies, and geographies * Build and apply Bayesian and hierarchical/mixed-effects models to estimate liking and sensory attribute performance * Develop frameworks for partial pooling and cross-product generalization * Translate sensory panel data into probabilistic predictions aligned with reference populations * Partner with research and client success teams to design effective consumer sensory studies and experimental frameworks * Validate and calibrate models to ensure robustness, interpretability, and business relevance * Prototype and productionize scalable analytics pipelines * Automate data harmonization and reporting processes across sensory and consumer datasets * Communicate insights clearly to stakeholders, translating analytical outputs into actionable R&D and product development recommendations * Stay current with advancements in Bayesian modeling, machine learning, and sensory science ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Developer Tools for Microsoft Azure](https://www.wearedevelopers.com/videos/450-developer-tools-for-microsoft-azure) - [ChatGPT and Java: A Match Made in Heaven or Hell?](https://www.wearedevelopers.com/videos/536-chatgpt-and-java-a-match-made-in-heaven-or-hell) - [Fault Tolerance and Consistency at Scale: Harnessing the Power of Distributed SQL Databases](https://www.wearedevelopers.com/videos/1146-fault-tolerance-and-consistency-at-scale-harnessing-the-power-of-distributed-sql-databases) - [Develop enterprise-ready applications for Microsoft Teams with Azure resources on modern web technologies](https://www.wearedevelopers.com/videos/187-develop-enterprise-ready-applications-for-microsoft-teams-with-azure-resources-on-modern-web-technologies) - [Beyond UML: Making Sense of AI-Generated Code through Visual Architecture](https://www.wearedevelopers.com/videos/2102-beyond-uml-making-sense-of-ai-generated-code-through-visual-architecture) ## Related Articles - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production) - [MLOps – What’s the deal behind it?](https://www.wearedevelopers.com/magazine/125-mlops-what-s-the-deal-behind-it) - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Data Analyst Salary Germany](https://www.wearedevelopers.com/magazine/277-data-analyst-salary-germany) - [Navigating the AI Shift](https://www.wearedevelopers.com/magazine/629-navigating-the-ai-shift) - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk)