Senior Machine Learning Engineer

2 weeks ago

Sydney, New South Wales, Australia Luxury Escapes Full time
About the Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Luxury Escapes. As a key member of our Recommendations Engine team, you will play a crucial role in developing and implementing cutting-edge machine learning solutions to solve complex business problems.

As a Senior ML Engineer, you will collaborate with cross-functional teams to design, build, and deploy machine learning models, contributing to the advancement of our technology and driving innovation. You will have a strong bias for action and be able to present opportunities to the team, helping steer the direction of machine learning initiatives at Luxury Escapes.

Responsibilities
  • Develop recommendation and search systems to help customers discover great offers for their next holiday
  • Implement, test, and optimize machine learning models using state-of-the-art techniques
  • Work closely with data engineers to process and clean large datasets for model training
  • Liaise with software engineers to deploy and monitor models
  • Produce well-tested, well-documented, high-quality, easily maintainable code
  • Conduct feature engineering to enhance model performance and interpretability
  • Develop and implement robust model evaluation frameworks to ensure performance metrics meet business objectives
  • Collaborate with cross-functional teams, including data scientists, data engineers, software engineers, and product managers
  • Clearly communicate complex technical concepts and findings to non-technical stakeholders
  • Mentor engineers and other team members on our product, tech stack, and values
Requirements
  • 6+ years of experience in the machine learning space, including at least 2 years developing production-grade machine learning systems
  • Well-versed in machine learning algorithms and statistics
  • Proficient in Python and SQL
  • Familiar with machine learning frameworks such as Scikit-learn, LightGBM, PyTorch, or TensorFlow
  • Understanding of common software development processes such as version control, continuous integration/delivery, and code reviews
  • Great problem-solving skills and an ability to follow a hypothesis-driven approach to make progress
  • Natural curiosity for the latest technology and using it to support innovation
  • Strong leadership qualities and communication skills combined with a track record of delivering great products
  • Bachelor's or Master's Degree in Computer Science, Machine Learning, AI, Statistics, or equivalent
What's in it for you?
  • Excellent remuneration package
  • 20% discount on Luxury Holidays and Experiences
  • Breakfast and lunch provided 5 days a week
  • Well-being programs
  • 1/2 day of birthday leave
  • A super collaborative team that enjoys creating great platforms

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