14 дней назад
Machine Learning Scientist - Mid-Level (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Scientist - Mid-Level (AI): Building and deploying machine learning models and automated data pipelines for marketing, advertising, experimentation, recommendations, and revenue optimization with an accent on statistical modeling, A/B testing, and production systems. Focus on designing experiments, analyzing large-scale data, deploying models with Python and Spark, and communicating results to technical and business stakeholders.
Location: London, United Kingdom; hybrid arrangement
Company
connects travelers with travel information, guidance, and marketplaces for experiences, accommodations, restaurants, and other travel categories.
What you will do
- Apply machine learning models to business problems across marketing, including advertising, customer modeling, attribution, recommendations, and lifetime value.
- Identify opportunities to apply data science and machine learning across paid, organic, search, affiliate, CRM, and demand-creation channels.
- Automate ETL pipelines and develop data-driven analysis workflows.
- Prototype, evaluate, deploy, and maintain machine learning models in production.
- Design A/B tests, analyze results, and discover new ways to interpret data.
- Communicate project progress and experimental findings to data scientists, analysts, engineers, product managers, and business stakeholders.
Requirements
- Master’s or PhD in Computer Science, Engineering, Statistics, or a related field; a master’s degree with at least 2 years of practical experience is also considered.
- Strong background in machine learning and statistics, with knowledge of A/B test design and analysis.
- Proficiency in Python for numerical and statistical programming, including NumPy, Pandas, and scikit-learn.
- Ability to write and interpret complex SQL queries, with a solid foundation in data structures and algorithms.
- Experience with big data technologies such as Hive and Spark.
- Experience leading the deployment and maintenance of machine learning models, plus hands-on use of AI-powered tools.
Culture & Benefits
- Collaborative work with a multidisciplinary team in a diverse environment.
- Opportunities for personal development through social activities, journal clubs, online learning resources, and industry conferences.
- Access to modern development tools and large datasets, with the ability to observe the real-time impact of deployed solutions.
- Inclusive application and recruiting experience with reasonable accommodations available on request.
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