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Machine Learning Engineer

Eliiza - Melbourne, VIC

Source: uWorkin


As a machine learning engineer, it’s your job to merge the worlds of data science and software engineering by building robust and scalable machine learning systems. You will be a full-stack machine learning practitioner, responsible for developing and deploying wonderful machine learning pipelines and applications.

We’re looking for people passionate about artificial intelligence and learning new things to solve problems. We’re also looking for people who have empathy; we want you to think compassionately, and use your intelligence to build applications which minimise harm and treat people fairly.

Our projects and clients vary a lot - but here’s a typical snapshot of some of your responsibilities:

  • selecting the best technology for a given data science use case, e.g. choosing between a range of different text classification models/services
  • writing modular, testable code to solve data science problems
  • applying MLOps principles to data science workflows, e.g. building reproducible feature engineering pipelines
  • building useful tools to help speed up the data science process, e.g. an interactive labelling service
  • standing up cloud services to run machine learning workloads, e.g. orchestrating a containerised training pipeline on Kubernetes
  • choosing the best operational architecture for a machine learning application, e.g. a streaming inference pipeline

Who are we?

Glad you asked! We are Eliiza. Data science. Engineered for scale.

We are a passionate team of data scientists and engineers who apply data science and machine learning to solve real-world problems. Our mission is to create a bright future for Australian businesses and society in a world increasingly influenced by intelligent technologies.

We've built a hybrid approach to remote working where you can access one of our awesome hubs providing a space for collaboration across Melbourne, Sydney, Brisbane, Magnetic island (and more to come!) meaning you can choose a work model that works best for you!

We’ve created a culture that values diversity where people can truly be themselves! We care a lot about growing the Australian AI community in a positive direction, and we’re doing several things to try and achieve that:

  • we provide opportunities for underrepresented groups to work in AI through our associate and intern programmes
  • we organise and participate in a range of community events, reading groups and meetups
  • we produce the AI Australia podcast
  • we blog about topics we care about
  • we stream brown bag sessions to the broader community

We’re also part of Mantel Group’s ‘house of brands’ which means it’s not just the Eliiza team you’ll work with, learn from and see at social events - there’s another 300+ of us across DigIO, Kasna & CMD Solutions!

So you’re ready for something new?

We’re keen to know more about you! Our team is made up of a range of people, with different experience across a huge range of data driven skill sets.

If you’re the right fit for us, you’ll:

  • have experience and/or strong demonstrated interest in building machine learning applications
  • understand the importance of CI/CD pipelines and how to set them up
  • know what a well structured codebase looks like
  • be experienced with at least one programming language popular in the ML ecosystem
  • have experience interpreting business problems and translating them into technical solutions
  • be an open and honest communicator, and have a collaborative approach to solving problems
  • know your way around a Unix shell
  • know how to find and evaluate the best tool for a range of different technical challenges
  • be familiar with cloud tools and services for data science and machine learning

However, we value diverse skill-sets, and don’t necessarily require that you’re skilled with all of the above. If you feel you don't fit all the experience/skills listed above we still encourage you to apply or get in touch.

What’s on offer if you join us?

  • We make sure you’re always one step ahead by investing in and supporting your learning and development, every year. We build our own training where it doesn’t exist yet!
  • We hire smart people and get out of their way. By focusing on our five principles and not getting caught up in red tape, we trust you to get the job done.
  • You’ll get all the tools you need - a new iPhone or Google phone, a new Macbook Pro or Dell, and a lot of branded swag!

But hold on, you mentioned a house of brands?

We certainly did! Mantel Group is an Australian-owned, 'house of brands' company with four technology businesses (Eliiza being one of them!) across Australia. We’re building a group of companies with open borders so we can support you to take on and develop new skills without leaving an awesome team - we know you won’t have one job for life!

We may only be just over 3 years old but Mantel Group has already been recognised #9 in the 2020 Best Places to Work in Australia and #4 in the AFR’s 2020 fastest growing new companies.

Keen to chat?

Click “Apply” to share your details with our talent team, and we’ll be in touch.

In the meantime, check out ‘how we hire’ to find out what’s in store if you’re successful and get to know us better by visiting our website and following Eliiza on LinkedIn.