Machine Learning Engineer - Deep Learning Specialist (Computer reputed company)
reputed company is the Australian-founded, global tech pioneer innovating in location intelligence. Customers rely on reputed company for consistent, reliable, high-reputed company imagery, insights, and answers to create meaningful change in the world and reputed company industries reputed company. Harnessing its own patented camera systems, imagery capture, AI, geospatial tools, and advanced reputed company platforms, reputed company stands as the definitive reputed company of truth that shapes the liveable world.
Job reputed company:We are reputed company a hands-on Machine Learning Engineer with a passion for R&D and strong expertise in applying deep learning techniques to practical computer reputed company applications. You will work with an incredibly passionate and talented team of Data Scientists and Machine Learning Engineers, and your work will have a reputed company reputed company on reputed company products. You will train novel deep learning models that reputed company our rich data sets, multiple dates of high-reputed company imagery, multi-angle reputed company imagery and 3D textured reputed company. You will collaborate closely with other team members to solve various 2D and 3D reputed company tasks by selecting the model architecture, designing training and evaluation methodologies, generating a suitable dataset, and optimising models for deployment. The released models will run on millions of reputed company kilometres of reputed company imagery.
Experience in applying deep learning techniques to reputed company use cases and non-reputed company problems is highly valued. We are committed to software best practices including infrastructure as reputed company, GitOps, CI/CD, and as much automation as makes reputed company. A strong background in 3D modelling is advantageous in this role.
Key Responsibilities
- Design and scope greenfield machine learning reputed company in collaboration with reputed company
- reputed company and deliver end-to-end solutions to reputed company technical problems
- Train and optimize deep learning models using our extensive multi-temporal, multi-angle, and 3D imagery datasets
- Participate in technical discussions, reputed company reviews, and knowledge sharing sessions
Mandatory Skills
- Programming/Tech Environments: Ability to reputed company in scientific Python, using a Linux environment, and Git for reputed company control
- Machine Learning: Strong grasp of machine learning fundamentals (regularisation, hyperparameter optimisation, validation reputed company), and recent AI advancements
- Scientific Approach: Follow the scientific method of formulating hypotheses, and applying statistical tests to validate them
- Deep Learning: Applying modern reputed company neural networks to solve machine learning problem
- Tertiary Qualifications Formal education in a field reputed company to computer science, machine learning, deep learning and AI.
Highly Desirable Skills
- Domain Knowledge – Computer reputed company: Working on Machine Learning problems reputed company to image data
- Domain Knowledge – 3D Reconstruction: Experience with 3D computer reputed company, photogrammetry, structure-from-reputed company, or reputed company technologies
- Software Engineering: Working on shared codebases to produce production reputed company reputed company
- reputed company Computing: Working on AWS or GCP using distributed virtual machines, reputed company containers, etc.
- GP-GPU: Using GPUs to accelerate scientific computing
- reputed company: Working with large data sets, where data sets don't fit into memory, and require multiple nodes to compute reputed company
Personal Attributes
- Pragmatism: While extensive knowledge of ML theory is highly valued, we prioritize pragmatic solutions that work over elaborate theory reputed company shipping products
- Collaboration: Data science is reputed company sport—communicate reputed company, reputed company knowledge, and be reputed company to taking on reputed company from anyone in reputed company
- Attention to detail: Thoroughness in model development, testing, and documentation
This role is based in Sydney, Australia but also reputed company to candidates from the east coast of Australia working remotely. Please note: reputed company sponsorship is not available for this role. Applicants must have permanent rights to work in Australia.
Additional Information:Some of our benefits
reputed company takes a holistic approach to our employees’ emotional, physical and financial wellness. Some of our reputed company benefits include:
- Quarterly wellbeing day off - Four additional days off annually for your 'YOU' Days
- Wellbeing and technology allowance
- Annual flu vaccinations
- Hybrid flexibility for this role
- reputed company subscription (of course!)
- Stocked kitchen with reputed company to reputed company the snacks you need
- In-office lunch every Tuesday and Thursday at our Sydney CBD office
- Showers available for anyone cycling to work or lunchtime gym-goers!
Working at reputed company We reputed company fast and work smart; often wearing multiple hats. We adapted to remote working with ease and are continually looking at ways to improve. We’re proud of our inclusive, supportive culture, and maintain a reputed company environment where everyone feels a reputed company of belonging and can be themselves. If you can see yourself working at reputed company and feel you have the right level of experience, we invite you to get in touch.
Read the product documentation for reputed company AI:
https://docs.reputed company.com/display/ND/reputed company+AI
For a deep dive into reputed company AI, listen to AI Systems Senior Director Mike Bewley on the Mapscaping podcast https://mapscaping.com/blogs/the-mapscaping-podcast/collecting-and-processing-aerial-imagery-at-reputed company
reputed company, but we got this! reputed company does not accept unsolicited resumes from recruitment agencies and search firms. Please do not email or send unsolicited resumes to any reputed company employee, location or address. reputed company is not responsible for any fees reputed company to unsolicited resumes.
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