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    Senior Data Scientist - London, United Kingdom - Love Holidays

    Love Holidays
    Love Holidays London, United Kingdom

    2 weeks ago

    Default job background
    Full time
    Description
    Job Description

    Why loveholidays?

    At loveholidays, we're on a mission to open the world to everyone, giving our customers' unlimited choice, unmatched ease and unmissable value for their next getaway. Our team is the driving force behind our role as our customers' personal holiday expert - the smart way to get away.

    About the team:
    • The Data Science team consists of one Senior Data Scientist, four Data Scientists and the Head of Data Science.
    • We're a diverse set of individuals, with complimenting areas of expertise in Recommender Systems, Time Series Forecasting, Deep Learning, Reinforcement Learning and more. There's always something new to learn from someone on the team.
    • With dedicated teams for Data Engineering, Analytics, and Platform Engineering, our focus remains on modelling and problem-solving, not data cleaning.
    • Our tech stack is made up of GCP, Python, GitHub, Scikit-learn, XGBoost, PyTorch and TensorFlow.
    The impact you'll have:

    Reporting to the Head of Data Science, the Senior Data Scientist will play a pivotal role in propelling Loveholidays forward. Positioned within a team of passionate data enthusiasts, you'll be instrumental in shaping our data-driven strategies and outcomes.

    Your day-to-day:
    • Researching and developing new models and techniques to tackle key business challenges.
    • Overseeing the production and maintenance of systems.
    • Conducting code reviews and collaborating on various projects across teams.
    • Providing mentorship and coaching, facilitating career growth within the team.
    • Engaging in project rotation for a fresh perspective and sustained engagement.
    • Proposing new initiatives and collaborating in team OKR crafting.
    • Participating in morning stand-ups and weekly prioritisation meetings.
    Your skillset:

    We're on the hunt for a driven individual who employs a scientific approach to data, where the following qualities are paramount:

    • Excellent problem-solving skills: Tackle a wide array of challenges through independent work and collaboration
    • Innovation and curiosity: Work across the business to understand challenges and develop practical solutions
    • Self-starter: Identify issues and opportunities independently, constantly seeking to learn and innovate
    • Team player: Collaborate effectively, accept feedback, and provide mentorship
    • Communication skills: Influence stakeholders and articulate data science concepts to non-technical audiences

    Required Experience

    • Designing experiments and modelling to generate actionable insights and enhance business performance.
    • Proficient in machine learning and statistical methods for predictive modelling and forecasting.
    • Experience deploying ML models to production at scale.
    • Solid understanding of SQL.
    • Proficiency in unit testing, CI/CD, model management and experiment tracking.
    Desirable:
    • Experience with Deep Learning, Generative AI and Reinforcement Learning.
    • Experience with Time Series Forecasting and Recommender Systems.
    • Previous experience working in e-commerce, retail, or the travel industry.
    • Worked with Airflow.
    • Conducted and analysed large scale A/B experiments.
    • Experience mentoring team members.
    • Experience with technologies such as:
      • Google Cloud Platform, particularly Vertex AI and Looker
      • Docker and Kubernetes
    Perks of joining us:
    • Company pension contributions at 5%
    • Individualised training budget for you to learn on the job and level yourself up
    • High degree of autonomy in a strong collaborative environment
    • Discounted holidays for you, your family and friends
    • 25 days of holidays per annum (plus 8 bank holidays) increases by 1 day for every second year of service, up to a maximum of 30 days per annum
    • Ability to buy and sell holiday
    • Cycle to work scheme, season ticket loan and eye care vouchers


    At loveholidays, we focus on developing an inclusive culture and environment that encourages personal growth and collective success. Each individual offers unique perspectives and ideas that increase the diversity and effectiveness of our teams. And we value the insight and potential you could bring on our continued journey.

    Array
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