Senior Data Scientist - Sydney Office - Permanent Full Time
At Domain Group, our vision is to inspire confidence for all of life's property decisions. Driving this vision are our values: Open Minds Open Doors, Passion is Contagious, Have Adventures and Leap, Grow, Repeat. Together, our vision and values are what keep our work honest and meaningful. If they resonate with you, this might just be your next home too.
Behind our value of Open Minds Open Doors is our belief that different life experiences bring much-needed perspectives to the table, and so we’re committed to seeing things through each other’s eyes. We’re proud to be an equal opportunity employer that celebrates our diversity of race, beliefs, sexual orientations, gender identities, age, disability status, marital status and more - so that every single one of us can truly feel at home here.
A bit about the role...
Imagine a world where not only are you, as a consumer, supported by data and insights but your bank, your agent, and any other organisation you deal with are singing from the same hymn sheet of property data and insights. We are building this new world here at Domain. We believe that market-leading data assets and a customer-centric approach are the magic ingredients for inspiring confidence in all of life’s property decisions.
As Senior Data Scientist in the Property Data Solutions team, you will work in a cross-functional product, technology and data team to build new data products in our property marketplace. You will carry out analysis as well as design, implementing, deploying and maintaining machine learning models.
A bit about you!
You will work in a cross-functional product, data and technology team to build new data products.
You will be responsible for designing, implementing, deploying and maintaining machine learning models which serve customer needs.
You will be responsible for data analysis to understand the data products’ performance and improve product decision making.
You will work closely with product and engineering to ensure a scalable and sustainable solution for our customers.
You will be translating business requirements to a data science problem definition.
You will work collaboratively with other data scientists, ML and data engineers, and business users. Your work will help us design, scope, deploy and maintain data science projects.
You will present information using data visualisation techniques.
You keep up to date with the latest research, trends and best practices in machine learning.
We'd love you to have...
Must have relevant commercial experience with a detailed understanding of scoping, designing, implementing and deploying machine-learning models.
Must have work experience & should be able to demonstrate expert-level skills with respect to Statistical Modelling, Machine Learning and Advanced Analytics with at least one domain you would consider yourself a domain expert.
Data preparation, data manipulation, exploratory data analysis using Python and SQL.
Proficiency in python data science libraries such as NumPy, Pandas, Matplotlib, etc.
Knowledge of AWS, GCP or Azure ecosystem with a strong preference for AWS.
Previous experience using git for version control in work. Experience in using CI/CD in model pipeline development and deployment.
Expertise in Deep Learning and its applications to at least one of the areas of Personalisation, Computer Vision, NLP, Prediction, etc are pluses.
Expertise in Time series analytics or Propensity models is a plus.
Why you’ll love us!
We know that when people are happy they tend to work better and have greater work satisfaction. So here at Domain, we look after our team.
We're big on flexible work. We encourage a healthy work-life balance with flexible hours, a leading parental leave policy and wellbeing leave. Based in our Sydney HQ in Pyrmont, you'll have some great perks available which include an onsite cafe, sun-drenched BBQ deck, prayer room, parents room and discounts across healthcare, entertainment, food, gas and electricity (just to name a few things!).
Career development and learning are also super important to us which is why you'll have access to Domain's mentoring program, LinkedIn Learning too, brown bag sessions and much much more!
So…what happens next?
We will give your application the attention it deserves and you will hear from us either way. If it's a good match, one of our recruitment consultants will give you a call
Go on then, click apply, we would love to see your application pop up!
Here at Domain, we’re driven by the belief that open minds open doors. We value innovation and creativity that diversity of thought brings and are committed to building an inclusive workplace; one where every single one of us can feel truly at home.
- A note to recruitment agencies: We have this role covered; there is no need to get in touch. We do not accept unsolicited agency resumes and are not responsible for any fees related to unsolicited resumes. Thanks.