Senior Machine Learning Engineer in Sydney

2 months ago

Sydney, Australia WiseTech Global Full time

Job Overview:

Are you passionate about machine learning and want to make a real-world impact? We are looking for a Senior Machine Learning Engineer to join our dynamic Data Science team. You will have the opportunity to apply your expertise to solve challenging logistics problems by implementing innovative, advanced approaches. As a key player of our growing team, you will have the chance to transform creative ideas into reality in a stimulating and inclusive environment

Company Overview:

WiseTech Global is a renowned Australian Software Development Company specializing in advanced solutions for the logistics industry. Our flagship product CargoWise One is a testament to our commitment to innovation. With a mission to enhance the efficiency of global supply chains, we offer a comprehensive platform that integrates all aspects of logistics from origin to destination. Over the last five years, we've invested over AUD 1 billion in product development, resulting in more than enhancements to our CargoWise platform.

By joining our teams, you'll have the autonomy to drive meaningful projects. We pride ourselves on our flat structure and collaborative culture.

Day-to-day Responsibilities:

Bring state-of-art machine learning models from ideas into production. Take ownership of complex projects, and deliver well-structured, well-tested, production-ready solutions. Take a leading role in designing and building innovative machine learning and other algorithmic solutions, API services and data pipelines. Collaborate with multiple technical and non-technical stakeholders like product managers or software engineers. Monitor, analyse and improve the quality of existing feature implementations using statistical methods. Coach and support more junior colleagues.

Requirements:

BSc in Computer Science, other STEM subjects, or comparable work experience. 3-5 years of working experience in machine learning/AI in a commercial environment. Strong programming skills in Python (additionally, experience with C# a plus). Experience in building and evaluating production-ready machine learning models. Experience working with PyTorch, Tensorflow or other machine learning frameworks. Knowledge about transformers, Large Language Models and other SOTA models is highly desirable. Experience building chatbots or other AI Agents is not essential, but a plus. Excellent communication skills, in particular, ability to explain complex concepts to more junior colleagues and non-technical people.

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