Machine Learning Internship

  • Internship
  • Adelaide
  • Posted 3 weeks ago

Company description

Swordfish Computing is a research and development software engineering services company working within the Australian Defence sector. We work on a range of exciting software projects: large-scale simulators, cloud-technology based platforms, autonomous systems, machine learning systems, and more.
We have experienced senior engineers to help mentor and guide you during your placement. We will take the time to get to know you and your interests to find where you fit best. You will have many opportunities to learn and grow.
We are a rapidly growing company and have a great need for people with genuine interest and passion for technology. We have several opportunities for internship placements.

Internship Description

Are you the sort of person who looks at problems and thinks about how a machine learning tool could help solve it?
On the internship you will work as a part of a team involved in applying machine learning technologies to create innovative solutions for defence. Work in areas such as:

  • Design and Implementation of Advanced Machine Learning Algorithms – Focus on crafting and deploying sophisticated machine learning algorithms tailored to address real-world challenges
  • Research in AI/ML Technologies – Engage in research to delve into the mechanisms underlying state-of-the-art AI and ML technologies, enhancing your understanding and capabilities
  • Full Life Cycle of AI/ML Model Development – Experience the entire spectrum of model development from conceptualisation and data preparation to training, evaluation, and deployment
  • Many cutting edge technologies
    • Generative adversarial networks
    • Reinforcement learning in generative models
    • Latent diffusion models
    • Transformers for natural language generation aka large language models
    • Computer vision, including: image classification, object detection, instance segmentation, motion analysis, image restoration, pose estimation
    • Autonomous systems, including: intelligent agents and human-machine collaboration

We offer a supportive environment where you will be given opportunities to apply your skills, learn, and grow. Our senior engineers will guide and mentor you during your internship. You will be able to make a significant contribution to the project you work on.

All our teams use modern software engineering practices and technologies. You’ll have the chance to learn current and valuable skills from a collaborative, supportive team that includes very experienced mentors and other junior members still learning their craft. An internship offers a rich environment for growth, where you can significantly advance your technical skills, and have opportunities to collaborate with leading professionals in the field.

Gain experience in areas such as:

  • Working as a member of a professional, multi-disciplinary team
  • Working in a professional R&D environment
  • Building modern technology platforms
  • Research topics specific to the projects, such as: simulation, machine learning, autonomous un-crewed systems, DevSecOps, and cloud computing

Essential criteria

  • Australian Citizenship. We will sponsor a Security Clearance
  • Undergraduate student, in a software-related field or another engineering discipline with software experience

Other criteria we look for

  • Experience with developing software
  • An interest in working in Defence
  • A passion for technology

Tagged as: AI, machine learning, programming, software development, software engineering

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