Senior Data Scientist - Barangaroo, Australia - Nearmap

Nearmap Barangaroo, Australia

1 week ago

Full time

Description

Company Description

Kindly note, we will be processing applications from the week beginning 18th March. We appreciate your time

At Nearmap, we have tens of petabytes of high quality aerial imagery covering half a million square kilometres a year at 5-7cm resolution, and regularly captured imagery dating back to 2009. We produce automated 3D models of entire cities, and have a mature machine learning model in the market, Nearmap AI, which turns our visual content into semantic information to power decisions in a wide range of organisations. We have access to very large data-sets of roof models, post catastrophe imagery, 3D structure, a labelled data set exceeding a million images, and over 40 petabytes of geospatially registered imagery. Deep learning is foundational to our work, and we need to get very creative to get the most out of our complex data.

We are looking for a Senior Data Scientist with strong expertise in applying deep learning techniques to practical computer vision applications. You will work with an incredibly passionate and talented team of Data Scientists, Machine Learning Engineers and Data Engineers, and your work will have a real impact on Nearmap products. You will design novel deep learning architectures that leverage our rich data set, multiple dates of high resolution imagery, multi-angle source imagery and 3D textured mesh. You will be responsible for coming up with these novel architectures, designing training and evaluation methodologies, and producing the production deep learning models that are run at scale on our data.

We highly value experience in applying deep learning techniques to real-world, practical problems rather than just academic ones. It is a must-have for this role. Our commitment to software best practices includes utilising infrastructure as code, GitOps, CI/CD, and automating processes whenever feasible. In this position, familiarity with the latest advancements in AI and deep learning research is essential, while experience in training large foundational models is highly beneficial. Additionally, a strong background in 3D modeling, non-convex optimization techniques, or multi-time processing would be advantageous for this role.

Job Description

A typical day will look like this:

Participation in the design and scoping of greenfield projects.
Brainstorm, implement and deliver end-to-end solutions to complex technical. problems— typically starting with spike sessions, followed by the architectural design, iteration on the solution, measuring quality, and ultimately deploying to production.
Participate in technical discussion and provide feedback.

We are looking for:

Programming/Tech Environments: Ability to code in scientific python, using a Linux environment, and git for source control.
Commitment to software engineering principles for scientific python, a keen eye for clean code, and a passion for robustness and correctness.
Domain Knowledge – Computer Vision: Working on Machine Learning problems related to computer vision applications.
Deep Learning: Applying modern artificial neural networks to solve real-world machine learning problems using GPUs.

Nice-to-haves:

Experience with optimisation.
Experience with deep learning for 3D modelling.

Personal attributes:

While extensive knowledge of theory and best practices are highly valued, pragmatism wins over elaborate theory when it comes to shipping products that work.
Data science is a team sport; communicate well, share knowledge, and be open to taking on ideas from anyone in the team.
Showing attention to detail when it counts is important; to be considered for this role, click this link and apply some basic data science skills.

Qualifications

Formal education in a field related to machine learning, deep learning or optimisation.

Additional Information

Some of our benefits

Nearmap takes a holistic approach to our employees' emotional, physical and financial wellness. Some of our current benefits include:

Quarterly wellbeing day off - Four additional days off annually for your 'YOU' Days
Access to LinkedIn Learning
Wellbeing and technology allowance
Annual flu vaccinations
Hybrid flexibility for this role
Nearmap subscription (of course)
Stocked kitchen with access to all 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 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.

Read the product documentation for Nearmap AI:

For a deep dive into Nearmap AI, listen to AI Systems Senior Director Mike Bewley on the Mapscaping podcast

Watch our culture video below to find out more about what a day in the life at Nearmap looks like.

Thanks, but we got this Nearmap does not accept unsolicited resumes from recruitment agencies and search firms. Please do not email or send unsolicited resumes to any Nearmap employee, location or address. Nearmap is not responsible for any fees related to unsolicited resumes.

Staff Data Scientist

7 hours ago

Canva Sydney, Australia

**Join the team redefining how the world experiences design. · - Hey, g'day, mabuhay, kia ora,你好, hallo, vítejte- Thanks for stopping by. We know job hunting can be a little time consuming and you're probably keen to find out what's on offer, so we'll get straight to the point.** ...
Data Scientist

1 week ago

Zone IT Solutions Sydney, Australia

We are hiring for a Data Scientist for a Global Consulting client in Melborne. · Requirements · Key Requirements · Core exp as a Data Scientist – developing and optimizing algorithms using ML and non-ML techniques · Exp in using Azure ML services, DataBricks · About Us: · Zone I ...
Data Scientist

1 week ago

Zone It Solutions Sydney, Australia Full time

We are hiring for a Data Scientist for a Global Consulting client in Melborne. · Requirements Key Requirements Core exp as a Data Scientist – developing and optimizing algorithms using ML and non-ML techniques Exp in using Azure ML services, Data Bricks About Us: Zone IT Solution ...
Data Scientist

5 days ago

Suncorp Group Limited Sydney, Australia

Take the next step. Be part of something bigger at Suncorp. · Data Scientist - 12 Month Fixed Term Contract · As part of the Digital Insurer (DI) program's E2E Design Working Group, the DI Data & BI team provides direction on design & solution of future data & BI landscape, actin ...
Data Scientist

1 week ago

INGRITY Sydney, Australia Full time

Data Scientist Salary: AUD 100, ,000 annually | Full Time If you are a talented Data Scientist who's passionate about transforming data into actionable insights. Join our esteemed team at INGRITY, where your expertise as a Data Scientist will be crucial for serving our clients. A ...
Data Scientist

6 days ago

Fractal Sydney, Australia Full time

It has come to our notice that Fractal Analytics' name and logo are being misused by certain unscrupulous persons masquerading as Fractal's authorized representatives to approach job seekers to part with sensitive personal information and/or money in exchange of promise of lucrat ...
Data Scientist

1 week ago

Vero Insurance Sydney, Australia Max Term Full time

Jobs - Job Details - Data Scientist - 12 Month Fixed Term Contract Careers at Suncorp · Take the next step. Be part of something bigger at Suncorp. · Data Scientist - 12 Month Fixed Term Contract · Job No: 671051 · Sydney - Inner Suburbs & CBD, Brisbane - Inner Suburbs & CBD, Mel ...
Data Scientist

1 week ago

Westpac Sydney, Australia Full time

How will I help? · The role is for a Data Scientist (GenAI Specialist) within the Data Strategy and AI Services team. We are a centralised Data Science team supporting data science use cases across the bank and you will help contribute to building a centre of excellence for data ...
Data Scientist

1 week ago

Firesoft People Sydney, Australia Full time

Are you a Data Scientist that is looking to join a fast paced orginisation? · Fancy surrounding yourself with the latest and greatest that Data Science has to offer? · Do you dream of a great work/life balance? · Our client is looking for someone to work in their Data Science t ...
Data Scientist

1 week ago

Mediabrands Sydney, Australia

Why join KINESSO? · Largest global digital marketing agency with 6200+ experts across 60 offices globally. · Take the time you deserve with unlimited time off (Leave+), birthday, anniversary, monthly wellness days and progressive parental leave policies. · A hybrid working model ...
Data Scientist

1 week ago

Suncorp Group Sydney, Australia Permanent Full time

Use your Data Science skills to make a real difference through developing valuable AI applications for a range of business units across Suncorp · Flexible working location of Brisbane, Sydney or Melbourne · Agile workspace with up to 3 days WFH · Suncorp is ramping up its investm ...
Data Scientist

1 week ago

Affinity Migration Group Pty Ltd Sydney, Australia Full time

Data Scientist (RC) + Hirgin now industry Business name: Digital Alchemy (Australia) Pty Ltd · Title: Data Scientist · Reports to: Data Architecture Manager · Permanent full-time position · 38 hours per week · $70, ,000 per year + superannuation · City location, close to public ...
Data scientist

12 hours ago

ACM Sydney, Australia Full time

A career at ACM is a chance to write your own story and help make a difference with your ideas, energy and skills. We want to offer you an opportunity to create a life for yourself and a lifestyle in some of the most beautiful and vibrant parts of Australia. At ACM we tell the st ...
Data Scientist

1 week ago

BWS New South Wales, Australia Full time

Data Scientist · Permanent role as part of the HomeRun and wiq teams · Surry Hills office location with WFH flexibility · Use your data science skills to solve complex problems within logistics · HomeRun is a brand new business inside the Woolworths group. We aspire to create Au ...
Data Scientist

1 week ago

Zone IT Solutions Sydney, Australia Full time

We are seeking a highly skilled Data Scientist. In this role, you will be responsible for analyzing complex datasets, developing new models and algorithms, and driving data-driven decision-making within the company. · Requirements · Master's or PhD degree in a quantitative discip ...
Data Scientist

1 week ago

SKL Actuarial Sydney, Australia Full time

Permanent role with a market-leader in the consulting space. Opportunity to work with a broad range of high-profile clients · Our client is specialist consulting firm with a wealth of clients in the insurance, banking and government sectors. The team is made up of professionals w ...
Data Scientist

1 week ago

Firesoft People North Sydney, Australia Full time

Senior Data Scientist – Hybrid – Sydney - $185k + Super. · Are you a Senior Data Scientist who loves all things Snowflake? Are you looking to work in a flexible hybrid environment with a very talented team? Would you like to be well rewarded for all your hard work? Then read on. ...
Data Scientist

12 hours ago

Dataro Surry Hills, Australia Full time

Reporting to: · This role reports directly to the Chief Technology Officer (CTO) · Tasks and Responsibilities: · Analyze business processes, procedures, and work practices to identify opportunities for improvement and automation. · Collaborate with stakeholders to define, docu ...
Senior Data Scientist

1 week ago

The Recruitment Company Sydney, Australia Full time

ASX Listed Fintech are on the lookout for a driven Senior Data Scientist to join a friendly team of Data Scientists and Data Engineers. · Excellent Salary - $$$$$$$$ · Awesome working environment & team culture · Flat structure and lots of opportunities to interact with inspirati ...
Data Scientist Engineer

5 days ago

Dataro Ops Pty Sydney, Australia Full time

Are you looking to use your data skills for social good? Are you a strong software or data engineer looking to get more hands on experience with data science? Then this role could be perfect for you. · Dataro is an ethically-minded 'Data Science-as-a-Service' startup that uses ma ...