Machine Learning Product Specialist

Há 4 dias


Porto, Porto, Portugal Hostelworld Tempo inteiro

Company Overview

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Hostelworld is a leading online booking platform for hostels, inspiring adventurous minds to meet the world and come back with life-changing stories. With over 13 million reviews across 17,800 hostels in more than 179 countries, we provide an unbeatable selection of hostels in unmissable locations.

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About Us

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We have a matrixed structure here at Hostelworld, comprising Growth teams with people from Technology, Product, Marketing, and Analytics & Insights (A&I) working together towards one common goal. This role sits in the Customer Analytics Team reporting to the Head of Customer Analytics.

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Job Summary

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We are seeking a seasoned Senior Product Analyst with a strong focus on data-driven product enhancements and a background in machine learning. As a Machine Learning Product Specialist, you will work closely with our machine learning team to optimise and innovate our recommender systems that enhance user experiences by personalising search results and social connections within our platform.

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Main Responsibilities

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Collaborate with machine learning engineers and data scientists to define and refine metrics for evaluating the performance and success of recommender systems.

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Utilise predictive analytics to understand customer preferences and enhance recommendation algorithms.

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Lead the integration of machine learning insights into product strategies, ensuring that data-driven decisions align with user needs and business objectives.

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Develop comprehensive data analysis frameworks to monitor the health and performance of the recommender systems over time.

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Spearhead A/B testing strategies and other experiment designs to continually validate and iterate on the machine learning models.

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Translate complex machine learning concepts and outcomes into actionable business insights for cross-functional teams and stakeholders.

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Requirements

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A Bachelor's or Master's degree in Data Science, Computer Science, Statistics, Applied Math, or a related field.

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5+ years of experience in a product analytics role with at least 2 years focused on machine learning projects, preferably with recommender systems.

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Strong analytical skills and experience with programming languages such as Python or R.

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Proficient in SQL and familiarity with big data technologies such as Hadoop, Spark, or similar platforms.

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Demonstrated ability in using data visualization tools like Tableau, Looker, or similar.

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Benefits

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We offer a competitive salary (£60,000 per annum), enhanced annual leave, wellbeing days, paid family leave, and agile working policies.

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In addition, we provide support for your ongoing growth & development, inclusive people policies, and a chance to give back to your local community with 5 paid volunteering days.


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