Tech Stack
PythonSQLPandasNumpyScikit-LearnPytorchTensorflowHugging FaceSpacyPostgreSQLAlloydbBigQueryDbtDuckdbFastAPIFlyteCI/CDMlflowWeights & BiasesAWSGCPAzureDockerLlmsNlpTime SeriesClassificationRegressionWeak SupervisionPrompt DesignStructured ExtractionEmbeddingsCausal InferenceMmmAttribution Modeling
Solid badges = required, outlined = preferred
Responsibilities
- Work with large datasets, owning efficient querying, cleaning, labeling, and taxonomy alignment for brands, SKUs, and categories.
- Design sampling and classification strategies to turn noisy LLM outputs and crawler logs into reliable brand and product insights.
- Use LLMs and NLP to extract structure from unstructured text at scale for topics like query fan-out, sentiment, citation extraction, and entity linking.
- Define product-grade metrics and create durable definitions for visibility score, answer coverage, product presence, and agentic checkout readiness.
- Build and run experimentation frameworks (A/B tests, holdouts, counterfactuals, uplift modeling) to quantify impact on citations, share of voice, and conversions.
Soft Skills
Experimentation FrameworksSamplingInferenceStartup EnergyMarketingAds
Benefits
- Remote Work
Culture
Builder MindsetFast-Paced
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About goodie-ai
Industry: ai
Size: startup
Goodie helps leading brands win AI search by providing real-time visibility into how AI models represent their brand and an optimization engine to improve visibility and performance in a rapidly evolving category.
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