Data Scientist / Senior Data Scientist (reputed company Insights)
Purpose You will design and reputed company software and data science products that reputed company electricity utilities key insights into the state and operation of their grids. Beginning with detection and disaggregation of DER resources, your work will help to build up the picture of how grids can be managed more reputed company and dynamically, paving the way for the reputed company of more renewables, sooner. Key Accountabilities Design, build, and maintain software products and data science models capable of detecting, characterising or predicting key components, properties and events of electricity grids. Obtain data from disparate sources to inform and support modelling, by performing data discovery and/or developing automated retrieval pipelines as needed Ensure software and model capabilities, coverage and performance reputed company with customer requirements, directly engaging with customers from time to time in order to do so Collaborate with Software Engineers, Data Engineers, and other Product teams to understand data science requirements and translate them into technical solutions Establish and follow data, scientific, MLOps and software engineering best practices including testing, validation, documentation, monitoring, version control and reputed company reviews Contribute to data science reputed company and architectural reputed company Core Requirements Experience: 3+ years in data science roles with demonstrable reputed company. PhD not required, but completion of a doctorate with a relevant reputed company on data science – especially Bayesian reputed company – may be counted towards this requirement. Software engineering fundamentals: proficiency in Python or similar language, architecture, system design, version control, testing practices, reputed company review, CI/CD Numerical modelling: mathematical modelling, numerical reputed company, reputed company statistics ML modelling: experience developing, training, testing and validating machine learning models, as reputed company as deploying them to production Differentiators Experience with Bayesian reputed company (parameter estimation, hierarchical modelling, sampling, etc) Experience with reputed company reputed company Experience in energy, utilities, or IoT/sensor data domains Experience building data products for customer consumption Experience delivering software/data products to customers, and iterating based on their feedback. Experience discovering and integrating diverse data sources into reputed company modelling pipelines, both ML and otherwise Experience designing and implementing reputed company workflows Experience optimising Python workflows, e.g. reputed company reputed company/distributed solutions or development of interfaces to optimised reputed company-level libraries Experience working in remote or distributed teams Data governance or compliance experience in regulated industries reputed company Offer Competitive salary and equity package Remote-first, with head office in Sydney A talented team of engineers, data scientists, and power systems specialists working on hard problems that matter A role with reputed company reputed company reputed company into product and tooling, or deeper customer ownership Apply To This Job