Machine Learning Engineer
vor 3 Monaten
Nearmap is the Australian-founded, global tech pioneer innovating the location intelligence game.
Customers rely on Nearmap for consistent, reliable, high-resolution imagery, insights, and answers to create meaningful change in the world and propel industries forward.
Harnessing its own patented camera systems, imagery capture, AI, geospatial tools, and advanced SaaS platforms, Nearmap stands as the definitive source of truth that shapes the livable world.
Interested in building and executing geospatial numerical science on top of millions of square kilometres of aerial imagery? This role is all about translating R&D from other parts of the Nearmap AI & Computer Vision team into data and ultimately, answers.
You will be working closely with a team of Data Scientists and ML Engineers to rapidly iterate on new ML-driven geospatial analytics products.
You'll be doing a mix of algorithmic implementation and validation as part of a full software engineering lifecycle.
The team focuses on algorithmic systems, where each node of the computational graph is a software application in its own right (such as a deep learning model or geospatial algorithm), and the goal is to produce outstanding high-quality data for customers in a fully automated and cost-effective manner.
We design, build, and operate software systems that take petabytes of data to transform aerial imagery to insight.
Our technology stack is based on the python scientific libraries and traverses machine vision deep learning technology such as Pytorch, and GIS tools such as the GEOS, Shapely and GeoPandas libraries.
We work mostly in python for speed of development and occasionally drop down to compiled libraries when we need to care about performance.
Job DescriptionA typical day will look like this Work within a team to deliver end-to-end technical solutions — typically starting with spike sessions, onto architectural design and test creation, iteration on the solution, measuring quality and ultimately deploying to production.Participation in the design and scoping of greenfield projects.Commitment to software best practices and a strong culture of peer review.Skills We're after exceptional candidates, who have real-world experience but are eager to learn.
Demonstrated history working in a numerical field: e.g.
computer vision, applied maths, physical sciences, geospatial analysis.Strong approach to systems thinking, whilst remaining pragmatic.Commitment to software engineering principles for scientific python, a keen eye for clean code, and a passion for robustness and correctness.Working on shared codebases to produce production quality code.Highly Desirable: Working with large data sets, where data doesn't fit into memory, and requires multiple nodes to compute efficiently.A scientific mindset of formulating hypotheses, and applying statistical tests to validate them.Working in a cloud-native environment using highly scalable compute.Experience with operationalizing numerical applications and workflows.Personal attributes Data science is a team sport; communicate well, share knowledge, and be open to taking on ideas from anyone in the team.While extensive knowledge of theory and best practices are highly valued, pragmatism wins over elaborate theory when it comes to shipping products that work.QualificationsFormal education in a field related to numerical science (Bachelor's degree in computer science, engineering, statistics, physics, etc.).
Applicants with a Masters/PhD will fit in well within the team, but are by no means necessary — we're more interested in what you can do
Additional InformationSome of our benefits Quarterly wellbeing day off - Four additional days off a year as your "YOU" days.Access to LinkedIn Learning.Team Hackathons and Pitch-fests.Wellbeing and technology allowance.Nearmap subscription (of course
).Stocked kitchen with access to all the sustenance you need.In-office Lunch every Tuesday and Thursday at our Sydney CBD office.Showers available for anyone cycling to work or lunchtime gym-goersWorking at Nearmap We move 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 safe environment where everyone feels a sense of belonging and can be themselves.
If you can see yourself working at Nearmap and feel you have the right level of experience, we invite you to get in touch.
Please note: Successful candidate must have full working rights to work in Australia.
Unfortunately, we are unable to sponsor visas for overseas candidates at this stage.
#J-18808-Ljbffr
-
Machine Learning Engineer
Vor 2 Tagen
Melbourne, Österreich Infocentric VollzeitJob Description:As a Machine Learning Engineer, you will be responsible for designing, developing, and deploying machine learning models and solutions on the Azure ML platform.You will collaborate with cross-functional teams to understand business needs, translate them into technical requirements, and deliver AI-driven solutions that scale.Key...
-
Timothy ***** Machine Learning Engineer
Vor 2 Tagen
Melbourne, Österreich Ai Talent Pty VollzeitA seasoned Machine Learning Engineer with a strong academic background, holding a Master's in Machine Learning and Computer Vision and a Bachelor's in Computer Science.With extensive experience leading the ML division, excelled in developing a reinforcement learning model that revolutionized financial planning efficiency and managed complex data collection...
-
Machine Learning Engineer
vor 3 Monaten
Melbourne, Österreich Movable Ink VollzeitThis Time, It's Personal with Adobe and Movable InkGet blockbuster results and epic journeys when AI-powered personalization meets Adobe Experience Cloud.Movable Ink scales content personalization for marketers through data-activated content generation and AI decisioning.The world's most innovative brands rely on Movable Ink to maximize revenue, simplify...
-
Machine Learning Engineer
vor 1 Monat
Melbourne, Österreich Xero VollzeitThis is a Machine Learning Engineer role with one of the leading companies in AU right now 🔥 -- Xero -- with an amazing team. They are continuing to grow rapidly. This is the chance to join right as the 🚀 takes off.More About the Role at Xero 🧐🧐At Xero, our purpose is to make life better for people in small business, their advisors, and...
-
Lead, Machine Learning Engineer
vor 3 Monaten
Melbourne, Österreich Bain & Company Inc VollzeitWHAT MAKES US A GREAT PLACE TO WORKWe are proud to be consistently recognized as one of the world's best places to work, a champion of diversity and a model of social responsibility. We are a Glassdoor Best Place to Work and we have maintained a spot in the top four since its founding in 2009. We believe that diversity, inclusion and collaboration are key to...
-
Lead, Machine Learning Engineer
vor 3 Monaten
Melbourne, Österreich Bain & Company Inc VollzeitWHAT MAKES US A GREAT PLACE TO WORK We are proud to be consistently recognized as one of the world's best places to work, a champion of diversity and a model of social responsibility.We are a Glassdoor Best Place to Work and we have maintained a spot in the top four since its founding in 2009.We believe that diversity, inclusion and collaboration are key to...
-
Machine Learning Engineer
vor 1 Monat
Melbourne, Österreich Roman Health Pharmacy Llc VollzeitXero is a beautiful, easy-to-use platform that helps small businesses and their accounting and bookkeeping advisors grow and thrive.At Xero, our purpose is to make life better for people in small business, their advisors, and communities around the world. This purpose sits at the centre of everything we do. We support our people to do the best work of their...
-
Machine Learning Engineer
vor 1 Monat
Melbourne, Österreich Roman Health Pharmacy Llc VollzeitXero is a beautiful, easy-to-use platform that helps small businesses and their accounting and bookkeeping advisors grow and thrive.At Xero, our purpose is to make life better for people in small business, their advisors, and communities around the world. This purpose sits at the centre of everything we do. We support our people to do the best work of their...
-
Machine Learning Engineer
vor 2 Monaten
Melbourne, Österreich Rea Group Ltd. VollzeitWe're REAREA Group is not your average digital business. From humble beginnings in a garage in Melbourne's east in 1995, we have grown into a leading global digital business, specialising in property.With bold and ambitious goals, we are changing the way the world experiences property. No matter where you're at on your property journey, we're here to help...
-
Machine Learning Engineer
vor 2 Monaten
Melbourne, Österreich Rea Group Ltd. VollzeitWe're REA REA Group is not your average digital business.From humble beginnings in a garage in Melbourne's east in 1995, we have grown into a leading global digital business, specialising in property.With bold and ambitious goals, we are changing the way the world experiences property.No matter where you're at on your property journey, we're here to help...
-
Machine Learning Engineer
vor 2 Monaten
Melbourne, Österreich Rea Group VollzeitSustainability - We are certified carbon neutral and committed to reducing our impact on the environment.Charities – We have long-term partnerships with charities working to address homelessness.We're REA REA Group is not your average digital business.From humble beginnings in a garage in Melbourne's east in 1995, we have grown into a leading global...
-
Machine Learning Engineer
vor 2 Wochen
Melbourne, Österreich Rea Group VollzeitSustainability - We are certified carbon neutral and committed to reducing our impact on the environment.Charities – We have long-term partnerships with charities working to address homelessness.We're REAREA Group is not your average digital business.From humble beginnings in a garage in Melbourne's east in 1995, we have grown into a leading global digital...
-
Staff Software Engineer
vor 2 Monaten
Melbourne, Österreich Marqo.Ai VollzeitCompany OverviewAt Marqo, we're pioneering the future of search with our open-source engine that thinks like a human. We are a startup headquartered in San Francisco, with engineering operations out of Melbourne, Australia. We are backed by top venture capital firms from around the world. Marqo's open-source search engine uses machine learning models for...
-
Senior Machine Learning/MLOps Engineer
vor 4 Wochen
Melbourne, Österreich Anduril Industries VollzeitThis is a Senior Machine Learning/MLOps Engineer role with one of the leading companies in AU right now 🔥 -- Anduril Industries -- with an amazing team. They are continuing to grow rapidly. This is the chance to join right as the 🚀 takes off.More About the Role at Anduril Industries 🧐🧐At Anduril Australia we are developing un-crewed maritime and...
-
Machine Learning Engineer
Vor 2 Tagen
Melbourne, Österreich Rea Group VollzeitSustainability - We are certified carbon neutral and committed to reducing our impact on the environment.Charities – We have long-term partnerships with charities working to address homelessness.We're REA REA Group is not your average digital business.From humble beginnings in a garage in Melbourne's east in 1995, we have grown into a leading global...
-
Senior Machine Learning/MLOps Engineer
vor 1 Monat
Melbourne, Österreich Anduril Industries VollzeitThis is a Senior Machine Learning/MLOps Engineer role with one of the leading companies in AU right now 🔥 -- Anduril Industries -- with an amazing team. They are continuing to grow rapidly. This is the chance to join right as the 🚀 takes off.More About the Role at Anduril Industries 🧐🧐Anduril is a defence technology company, bringing Silicon...
-
Senior Machine Learning/Mlops Engineer
vor 3 Monaten
Melbourne, Österreich Anduril Industries, Inc. VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold. Anduril's...
-
Senior Machine Learning/Mlops Engineer
vor 2 Monaten
Melbourne, Österreich Tideri Jobbörse VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology.By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built and sold.Anduril's family...
-
Senior Machine Learning/Mlops Engineer
vor 3 Monaten
Melbourne, Österreich Bluewing Ventures, Llc. VollzeitAnduril Industries is a defense technology company with a mission to transform U.S. and allied military capabilities with advanced technology. By bringing the expertise, technology, and business model of the 21st century's most innovative companies to the defense industry, Anduril is changing how military systems are designed, built, and sold. Anduril's...
-
Machine Learning Engineer
Vor 2 Tagen
Melbourne, Österreich Insurance Australia Group Limited VollzeitCreate impact as an Ambiata Machine Learning EngineerJoin the largest general insurance group in Australia and New Zealand.Part of IAG,Ambiatais an AI and engineering expert unit which provides Machine Learning (ML) and Artificial Intelligence (AI) platforms, products & solutions as well as supporting software infrastructure to IAG (as our parent company)...
