Machine Learning Engineer
vor 1 Monat
Xero is a beautiful, easy-to-use platform that helps small businesses and their accounting and bookkeeping advisors grow and thrive.
At Xero, our purpose is to make life better for people in small business, their advisors, and communities around the world. This purpose sits at the centre of everything we do. We support our people to do the best work of their lives so that they can help small businesses succeed through better tools, information, and connections. Because when they succeed they make a difference, and when millions of small businesses are making a difference, the world is a more beautiful place.
AI Products at Xero The AI Products group exists to collaboratively build products that use AI and ML to reduce toil and deliver the right insight at the right time. Working within the Data & Science team, you will join a diverse, globally distributed team of scientists, engineers, product managers, and analysts who help Xero turn data into beautiful, insightful products.
The role ML engineers design and build the infrastructure and services that power AI products that serve millions of customers every day. They also work closely with Applied Scientists through the research and development process to create harnesses and to safely take models from research to production environments. As a Senior Machine Learning Engineer, you'll lead the technical delivery of projects and design system architectures, collaborating with senior colleagues.
Life at Xero As a Machine Learning Engineer at Xero, you'll be joining us on our mission of applying theory to real-world problems in a pragmatic and creative way You'll have exposure to a variety of complex challenges at a global scale, whether it's working with cutting-edge language models or more traditional ML methods – you'll get to create AI Products that delight our end users and help save them time
To tackle the hard problems we're aiming to solve, you'll:Build our AI research and production infrastructure and services, ensuring their scalability while preserving flexibility for research teamsMake sure we're solving the right problems with the right methodsShare knowledge with colleagues and lift the bar for the AI Products teamWork with teams across Xero to improve the quality and usability of dataHere is what we look for in a Machine Learning Engineer at Xero:Experience delivering ML and AI products at scale including strong SQL skills, understanding of distributed processing (data, ML, etc.) and collaboration with scientific disciplines (statistics, ML); Tensorflow is a nice to haveYou like to solve hard problems and understand how things workYou are comfortable learning new frameworks (distributed processing, ML, etc.) and applying them to real problemsYou are willing to dive into the unknown, and allow new information to change your decisionsConstant learning and growth are an important part of who you areYou are always willing to learn from others, ask for help, and grow and mentor early career engineersWhy Xero? Offering very generous paid leave to use however you'd like (plus statutory holidays), dedicated paid leave to care for your physical and mental wellbeing as well as an Employee Assistance Program to access mental health care for you and your family, health insurance, life insurance, and income protection, wellbeing and sports programmes, employee resource groups, 26 weeks of paid parental leave for primary caregivers, an Employee Share Plan, beautiful offices, flexible working, career development, and many other benefits that reflect our human value, you'll do the best work of your life at Xero.
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