{"jobAd":{"id":"18953","type":"job_ad","attributes":{"title":"Machine Learning Data Scientist: Ranking & Recommendation Systems","state":10,"state_name":"published","office_cities":["Porto"],"location":"Porto, Portugal","closed_at":null,"created_at":"2024-12-02T17:20:51.435Z","company_id":1735,"updated_at":"2024-12-02T17:41:54.700Z","last_published_at":"2024-12-02T17:41:54.691Z","office_country_codes":["PT"],"relocation_paid":false,"visa_support":false,"citizenship":true,"remote_details":"This role is based in Portugal. We have an office hub in Porto available for those who prefer a hybrid model where you can spend time with colleagues in-person. You will need to be able to commute to our office hub as required from time to time.","slug":"machine-learning-data-scientist-ranking-recommendation-systems","project_duration":null,"location_icon":"remote","office_locations":[{"city":"Porto","country_code":"PT","google_place_id":"ChIJwVPhxKtlJA0RvBSxQFbZSKY","label":"Porto, Portugal"}],"timezone_label":"UTC -01:00 — UTC +00:00","status_label":"Published","expires_days":null,"urls":null,"share_urls":null,"job_has_ats_offer":null,"company_has_ats":null,"country":"Portugal","waiting_counter":null,"inbox_counter":null,"review_counter":null,"waiting_new_counter":null,"inbox_new_counter":null,"review_new_counter":null,"status_color_class":"ld-status-color u-fill--puertoRico ","valid":null,"job_type":"Permanent","contractor":false,"permanent":true,"allows_remote":true,"rate":null,"salary":null,"experience_label":"Intermediate","experience_min":2,"experience_max":6,"preferred_language_label":"English","nice_to_have_language_label":null,"category":"Data Scientist","remote_working_label":"Remote","is_global_remote":false,"role_description":"

ABOUT US

Hostelworld Group, the global hostel-focussed online booking platform, inspires adventurous minds to meet the world and come back with life-changing stories to tell. Our customers are not your average tourists, they crave cultural connection and unique experiences that we make possible by providing an unbeatable selection of hostels in unmissable locations – all in the palm of their hand.

It is the social nature and community feel of hostels and their environment, that enable travellers to embrace journeys of discovery, adventure and meaning. We have more than 13 million reviews across 17,800 hostels in more than 179 countries, making the brand the leading online hub for social travel. The website operates in 19 different languages and our mobile app in 13 languages.

Founded in 1999 and headquartered in Dublin, Hostelworld has a growing, high-calibre team of 230 people within Technology, Product, Global Markets, HR, Finance & Legal and Marketing Teams across our Dublin, London, Porto, Shanghai and Sydney offices. Hostelworld is listed on the London Stock Exchange and Dublin Euronext.

WHAT YOU'LL DO

Stakeholder Collaboration:
- Partner with business leaders to identify opportunities for leveraging data science to solve business problems
- Work closely with product teams to implement requirements and with engineering to implement algorithms and ETLs.
- Coordinate with stakeholders and provide timely delivery
Technical Expertise:
- Work closely with a team of machine learning engineers, data engineers and other data scientists to develop best-in-class search and ranking algorithms
Performance and Impact:
- Monitor data product performance and business impact and act accordingly when objectives are not met
- Develop comprehensive diagnostic approaches, a/b testing plans and scalable, repeatable best practices for our data science product development and roll out processes

","main_requirements":"

MSc or PhD in a quantitative field such as Computer Science, Statistics, Mathematics, Economics or related field with a preference for a specialization in machine learning or data science
2-5 years’ experience as data scientist in a digital product environment, ideally e-commerce or two sided marketplace, developing & deploying successful ranking and recommendation algorithms through
Experience across all machine learning workstreams: using large data sets, model development, feature engineering, statistics, experimentation, data visualization, optimization, software development.
Mastery of experimental design, A/B testing, and evaluation metrics for ML models.
Strong skills in Python and in a selection of machine learning libraries (Keras, NumPy, Pandas, Hugging Face), deep learning frameworks (TensorFlow, PyTorch), and big data query languages (Scala, Spark)
Experience conducting exploratory data analysis to understand user search behavior, data distributions, trends, and potential challenges.
Experience with cloud frameworks like VertexAI

","nice_to_have":"

Experience working with remote teams

","perks":"

Competitive salary & benefits
Enhanced annual leave plus 3 Wellbeing Days per year
Paid family leave (maternity, paternity, surrogacy & adoption)
Agile working (plus a Working from Abroad Policy!)
Support for your ongoing growth & development
Inclusive people policies (sickness, menopause, compassionate and fertility leave)
A chance to give back to your local community with 5 paid volunteering days

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Machine Learning Data Scientist: Ranking & Recommendation Systems at Hostelworld

Python

Data Visualization

Machine Learning

Job at Hostelworld in ["Porto"]