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Years of experience in the search or information retrieval domain

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Years of experience in software development

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I have direct experience with the following search use cases:

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I have worked on search in the following regulated industries:

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I am responsible for performance of the queries

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I am responsible for query parsing and tokenization.

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I am responsible for query normalization.

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I am responsible for the stability and availability of search clusters

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I am responsible for managing infrastructure costs

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I am responsible for settings, configs, and version upgrades of the search engine

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I am responsible for settings and configs of the vector database for semantic search

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I am responsible for the embeddings strategy

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I am responsible for building the API endpoints for search

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I am responsible for normalizing the data before ingestion

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I am responsible for data preprocessing (e.g. data extraction and transformation)

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I am responsible for building and maintaining the data pipelines (e.g. Kafka, Logstash)

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I am responsible for evaluating search quality

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I am responsible for building and training models

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I am responsible for deploying and scaling models in production

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I am responsible for measuring and tuning performance of models

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I am responsible for building and maintaining judgment lists

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I am responsible for managing and configuring the ML infrastructure

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I am responsible for NLP (e.g. query expansion, synonyms, spell correction, auto-complete)

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I am responsible for query understanding (e.g. entity recognition, intent classification)

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I am responsible for creating the business KPIs associated with search

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I am responsible for the UX of the search interface and results

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I am responsible for the opportunities and priorities for search

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I am responsible for identifying and prioritizing the metrics that drive KPIs

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I am responsible for understanding customer or end-user needs

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I am responsible for leveraging tools like Tableau, Looker, or Kibana to develop custom dashboards to track search performance trends and KPIs

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I am responsible for conducting deep-dive analyses of user behavior (e.g. query reformulations, zero-results rate) to inform the design of search models

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I am responsible for designing experiments or A/B tests to measure the impact of ranking changes on user satisfaction or business outcomes

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I am responsible for using insights from search logs, user feedback, or session data to inform long-term investments in search models or infrastructure

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I am responsible for conducting competitive benchmarking of search capabilities to identify gaps and opportunities

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Software development experience

Search & AI domain experience

Responsibility level

Use cases

Regulated industries