Data Scientist
vor 4 Wochen
Enhance and optimise the existing machine learning powered matching systems to improve how clients and workers connect effectively on our marketplace.Research and develop state-of-the-art data science solutions to address emerging business needs and market expansion opportunities.Conduct exploratory analysis to identify trends, insights, and verify hypotheses to identify not only what is happening, but why it is happening and what it meansAnalyse A/B tests to evaluate the effectiveness of new features and processesCommunicate complex technical concepts and insights to non-technical stakeholders effectivelyPartner with product managers, software engineers, data/ML engineers and UX designers to to operationalize and enhance production-grade data science servicesCreate and maintain dashboards to present insights and performance metricsEnsure all data analysis adheres to privacy and security policiesWhat are we looking for?
2+ years of industry experience in providing data science solutionsProficiency in ML model development and analytics tools such as PythonAbility to productionise machine learning solutionsFamiliarity with data visualisation and data storytellingInitiative and ownership to deliver work with autonomyCollaboration skills to partner effectively with multiple stakeholdersA "solutions mindset" of natural curiosity and a strong motivation to solve problems, no matter how complicated or ambiguous they might beComfort with ambiguity, a fast-paced environment, and rapid business growthAbove all else, a "can-do" attitude is the most important qualificationWhat else would make a difference?
Knowledge and/or experience of recommender systems and/or matching models.Knowledge and/or experience in two-sided marketplaces, understanding the challenges of matching supply and demand.Experience and/or knowledge in probabilistic models and/or deep learning.Familiarity with unstructured data, particularly text.Proficiency with data/analytics platforms such as Databricks and AWS.Experience in A/B test design and feature effectiveness analysis.Our ValuesWe’re Switched OnWe know our customers because we listen and want to learn. We engage within the community and the sector and always act on insights.We’re BoldWe’re ambitious and embrace creativity to solve challenges. We’re here to reshape the industry and back big ideas.We’re OneWe channel our passion into a positive environment. We welcome diversity and collaborate to make the most of our different skills and ways of thinking.We’re ImpactfulWe work hard to deliver change. We innovate and move fast to make a difference in the sector and people’s lives.Our BenefitsPower your career ️Learn from industry experts, experienced leaders, and on-the-job opportunities.Work awayGet a creative boost working overseas for 4 weeks in a rolling 12-month period.Access parental leaveGet 14 weeks of paid leave for primary carers and 6 weeks of paid leave for secondary carers plus superannuation.Work with flexibilityWe’re a hybrid workplace. Collaborate at home or in the office - whatever works for you and your team.Take a floating public holiday
????????Acknowledge a significant day your way with family and friends.Be rewardedCelebrate wins and recognise great performance with an easy and accessible Reward and Recognition program.Get paid to take a break
️Celebrate your birthday, take a wellbeing break, volunteer - access paid leave days for what makes you happy.Inclusion at MableMable is an equal opportunity employer. We find excellence in diversity and are committed to creating an inclusive environment for all employees and candidates.People with lived experience of disability or personal experience with the aged care system are strongly encouraged to apply.We take pride in highlighting our dedication to our policies, fostering flexible work arrangements and championing inclusive practices for women in tech.If this role has stood out to you but you don’t feel like you ‘tick all the boxes’, we strongly encourage you to apply nonetheless. We value diversity across experience and you might well bring something to the Mablehood we are looking forWe are a 2023 Circle Back Initiative Employer – we commit to respond to every applicant.Where to find us onlineCareers Page -
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