Senior Scientist (NLP & GenAI) - Consumer Insights, Brand Equity & Trends
Tech Stack / Keywords
Firma i stanowisko
Our consumer intelligence platform transforms billions of data points into strategic insights for global brands such as Coca Cola, Unilever, and Bayer.
Wymagania
- 5+ years in data science, analytics, or quantitative research with at least 2 years in consumer insights at CPG/FMCG companies, research agencies, or consumer data/social listening firms.
- Deep understanding of brand equity measurement frameworks and how they link to share and sales.
- Experience building category frameworks or taxonomies including benefits, attributes, need states, ingredients, or formats.
- Hands-on expertise with NLP on unstructured consumer text including classification, topic modeling, LLM-based classification, and prompt design.
- Strong statistical skills for validation and diagnosis: time series, lead-lag and correlation analysis, seasonality adjustment, driver analysis.
- Proficient in Python, SQL, with experience in PySpark or Databricks.
- Degree in Statistics, Mathematics, Computer Science, Econometrics, Marketing Science, Psychology, or related quantitative field; master's or PhD is a plus.
Nice to have:
- Trend forecasting from search and social data.
- Experience with survey-based brand trackers or syndicated market data (e.g., Kantar, NielsenIQ, Circana).
- Experience beyond CPG such as beauty, consumer health, retail, sports, or media.
- Marketing mix modeling or causal inference for marketing.
- Fluency in multiple languages.
- Publications, talks, or awards in market research (e.g., MRS, ESOMAR, Quirk's).
Obowiązki
- Design and maintain category taxonomies (benefits, ingredients, formats, need states) across categories, markets, and new industries such as sports.
- Build classifiers that tag consumer text against taxonomies in 20+ languages, measuring their precision and recall.
- Build and validate product equity measures against share, sales, and brand trackers, separating real change from seasonality.
- Back-test Trend Spotter's Future Ranking Factor against market data and refine the separation of fads from lasting trends.
- Translate model output into clear stories and validation studies for clients.
- Coach other data scientists on insights methods.
Benefity
- Global remote work with no physical office.
- Ownership and impact by building models powering products used by Fortune 500 clients.
- Competitive compensation including creative short and long-term wealth-building packages.
- Opportunity to work on cutting-edge problems involving the latest GenAI, LLMs, and NLP technologies.
- Direct influence on brand measurement and product innovation strategies.
- Autonomy to deliver work on your own terms.
Inne informacje
Please be informed that the data controller is Kratos Growth (hereinafter "controller"). You have the right to request access to your personal data, their rectification, erasure or restriction of processing, the right to object to processing, as well as the right to data portability and to lodge a complaint to the supervisory authority. Personal data will be processed for the purpose of the recruitment process. Provision of data to the extent resulting from the Act of 26 June 1974 Labour Code is mandatory. In the remaining scope, providing data is voluntary. Refusal to provide mandatory data may result in the impossibility to carry out the recruitment process. The Administrator processes mandatory data on the basis of a legal obligation incumbent upon him/her, while with regard to additional data, the basis for processing is consent. Personal data will be processed until the recruitment procedure is completed and for the period of the possibility of asserting potential claims, and in the case of consent to participate in future recruitment procedures - until the withdrawal of such consent. Consent to the processing of personal data can be withdrawn at any time. The recipient of the data is the Just Join IT service and other entities to whom we have entrusted the processing of data in connection with recruitment.
Kratos Growth
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