Product Manager - Search & Recommendations

RESPONSIBILITIES:

What You'll Own:

Search Relevance & Quality:

- Own search relevance query understanding, ranking signals, synonyms, and zero-result rates.

- Lead the Wizzy integration and build the roadmap toward ML-based ranking.

- Run weekly search quality audits; track NDCG, CTR, and conversion per query.

Recommendations:

- Build personalised recommendation surfaces PDP cross-sell, cart upsell, homepage modules.

- Develop signal framework using browse history, project type, and purchase behaviour.

- A/B test recommendation algorithms and placement to drive AOV and session depth.

Merchandising & Catalogue:

- Partner with catalogue to ensure SKU data quality feeds search correctly.

- Define merchandising rules for category pages, promoted products, and brand spotlights.

Roadmap & Execution:

- Own the 3-phase search roadmap: Query Understanding Retrieval Quality Search UX.

- Work with engineering and data science to ship improvements at speed.

QUALIFICATIONS:

What We're Looking For:

- 3-6 years in PM with at least one role owning search, discovery, or recommendations.

- Deep understanding of search relevance TF-IDF, BM25, vector search, re-ranking.

- Experience with Algolia, Elasticsearch, Wizzy, or similar platforms.

- Strong analytical mindset SQL, funnel metrics, A/B test design.

- Ability to work with ML/data science teams on ranking improvements.

- Bonus: quick-commerce or marketplace background.