Software Engineer in Machine Learning

Details:
  • Company: Culture trip
  • Salary:
  • Category: Information Technology
  • Location: London
  • Date: 1 week ago
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Description:

Job Description About Culture Trip Culture Trip's mission is to inspire people to go beyond their cultural boundaries and experience what makes a place, its people and culture, special, unique and meaningful. We help our culturally curious audience explore and experience their world, wherever they are, wherever they go, with our award-winning stories and recommendations, and our curated collection of thousands of memorable local and international experiences and places to stay that can now be directly planned and booked via our site and our app. The data science challenges at Culture Trip are fascinating and varied, and data science is fully recognised by the leadership team as a key enabler for Culture Trip's success. We need to cover the world in an even layer of high quality, inspiring, continually updated content combining a global network of talented freelance writers, illustrators, videographers, photographers and animators. Our data science driven tech platform continuously monitors the interactions between users and content to analyse quality and identify gaps, understand what's working and what's not, and then to automatically guide content creation through insight and suggestion tools. Our apps and website then adapt to individual user interests to ensure we always select the right content for wherever and whatever the user is interested in. The challenges on the user side are around search, recommendations and personalisation, which again we see as key differentiators. We are also using machine learning to understand our large body of content and to automate the commissioning, editorial and publishing workflows. You and the Role We are looking for an experienced Software Engineer in Machine Learning to work as a bridge between the Culture Trip data science and engineering teams, to help build production-ready solutions for our data science models. You will work within the data science team but report to the engineering team at Culture Trip. As a Software Engineer in Machine Learning, your role will generally involve: * Building data pipelines between engineering and data science * Building databases to store data for data science and facilitating access by other team members * Converting prototyped code into production code * Deploying code using Docker and Kubernetes with Helm * Building APIs for applications to use data science models * Building the infrastructure to train and deploy AI models at scale using AWS * Maintaining data science software infrastructure * Securing data and models * Writing unit and functional tests for data science software Requirements * Possess strong back-end engineering skills in Python (at least 4 years) and pride yourself in writing stable, secure and maintainable code. * Experience building APIs * Experience deploying code using tools like Docker, Kubernetes and Helm * Experience working with AWS or a similar cloud technology * Knowledge of how Machine Learning models work (although this role does not involve any Machine Learning modelling) * Keen to learn more about and develop your knowledge of new technologies * Effectively manage your time, including the planning and management of project tasks; ability to plan resources to finish projects in a timely manner * Confident communicator, capable of building strong stakeholder relationships and able to spot opportunities to improve processes in engineering at Culture Trip * Culture trip is a fast-growing organisation. You must have the ability to adjust to a changing landscape, be a self-starter with an entrepreneurial spirit and able to act on your own initiative. Culture Trip is committed to equality of opportunity for all. We strongly believe that diversity of backgrounds, ethnicities, experience, circumstances, abilities and perspectives leads to a better workplace for our employees and a better product for our users

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