Machine Learning

Adelaide
Science & Technology
Mathematics, Statistics & Information Sciences
Full time
Posted 13d ago

About the Role: 

As a Consunet Applied Scientist you will perform a vital role with the use of your Machine Learning knowledge to support our Cyber and Electronic Warfare technology company. The role will consist of project research, development, and demonstration of near real-time autonomous electromagnetic spectrum management to deliver orders of magnitude increase in agility and efficiency cost savings for Australian Defence and commerce. You will be working within an agile environment with a team of professionals to achieve the organisations research goals. The applied research of the project you will be undertaking is in the application of advanced computational methods (Artificial Intelligence, Machine Learning and Data Science) to a problem domain requiring pattern recognition, forecasting and planning. 

To be considered for this role, you must be an Australian citizen. 

Essential Knowledge and Skills: 

  • Understanding software engineering and problem solving. 
  • In-depth knowledge of Python programming skills including experience with Pytorch, TensorFlow, NumPy, Panda and Matplotlib. 
  • A comprehension understanding of Mathematics, especially statistics, vectors and matrices, optimisation, and complex algorithm development and the ability to link these to modelling and machine learning.
  • Experience with training and testing of machine learning models, including data preparation, data leakage and performance assessment. 
  • You will have demonstrable experience with Neural Network based technologies and understand Model based and Model free based approaches, with the familiarity of building models within an R&D environment. 
  • You are an adaptable individual who can communicate fluently, both orally and in writing, and are comfortable with presenting complex information to both technical and non-technical audiences such as internal and external stakeholders. 

Desirable Knowledge and Skills:

  • Background in Radar, EW or Comms
  • Understanding of distributed systems
  • Government/Defence Industry experience
  • Recommending and designing technical solutions 
  • Writing and maintaining technical documentation
  • Implementing and testing software using edge technologies and frameworks
  • Experience working in teams applying Agile software engineering best practices
  • Post graduate degree within Machine Learning, Pattern Matching, Data Science are preferred, however established equivalent expertise will be considered 

To be considered, candidates will have:

  • Excellent verbal and written communication skills.
  • Successful candidates must be eligible to hold and maintain an Australian Defence Security Clearance. Eligibility requirements can be found at http://www.defence.gov.au/agsva.

Benefits working for Consunet: 

  • A workplace that believes in innovation, quality, and a work-life balance.
  • Flexible, inclusive and friendly work environment.
  • Competitive remuneration.
  • Salary packaging options.
  • Career and skills progression through training and development to team members.
  • Access to cutting-edge technology, research, and agile project management practices.
  • Mentoring and support from our experienced team members.

About the Company: 

Consunet is headquartered in the Adelaide CBD with operations in Adelaide, Edinburgh (SA) and Canberra. A level of flexibility is generally offered with respect to work location. If you have specific requirements, please discuss them during your interview.

Our people create world-leading trusted cyber and spectrum security technology solutions that safeguard our customers' interests. As a 100% Australian-owned and operated corporation, Consunet strives to be the country's leading sovereign cyber and spectrum security solution developer, and trusted industry partner to the Australian Defence and cyber security communities. The company has a strong research and development and collaboration emphasis, implements Agile development and management processes, and has a proven track record of delivering and sustaining in-service operational capabilities for defence and commercial customers. Our vision “to build the Australian cyber and spectrum security future” is firmly rooted in everything we do.

To Apply:

Click “Apply Now”. Please attach a cover letter summarising your experience when applying.

Employer questions

Your application will include the following questions:
  • Which of the following statements best describes your right to work in Australia?
  • Which of the following programming languages are you experienced in?
  • Do you hold Australian Security Clearance?
  • What's your expected annual base salary?
  • How many years' experience do you have as a Machine Learning Developer?

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