Data Scientist
Bengaluru - Manyata Tech Park Road
Commonwealth Bank
CommBank offers personal banking, business solutions, institutional banking, company information, and moreHi Shilpa,
Please find the JD below. Hope you can take this ahead.
JOB DESCRIPTION
Job Responsibilities:
- Knowledge of R, RStudio, RConnect, RShiny, Python, Tableau, Hive, Unex, Github, Data Science skills like GBM, XG Boost, Optimisation tools and techniques. .
- Job includes developing and monitoring statistical and data science models, modelling and analytical support for smarter banking and onboarding. This includes all stages of modelling lifecycle like inception of new ways to use data to create digital features, define the scope of model development process, build a detailed knowledge of analytical algorithm, monitor model performance, and retrain or optimise models.
- Data Analysis and Insights: Analyse large and complex datasets to extract and drive data-informed decision-making. Apply advanced analytics techniques, such as machine learning, predictive modelling, and data mining, to identify patterns, trends, and opportunities. Present findings visually to provide meaningful insights.
- Stakeholder Engagement: Collaborate with key stakeholders across different departments, such as finance, operations, and IT, to understand their data intelligence needs and provide relevant insights and solutions.
- Technology and Tools: Evaluate, implement, and manage data intelligence technologies and tools, including data visualization software, data analytics platforms, and data management systems. Stay updated on emerging technologies and trends in the data intelligence field to ensure the organization remains at the forefront of innovation.
- Responsible for developing new data sources, testing model enhancements, and fine-tuning model parameters to improve upon existing methodologies.
- Ensure that the models are well developed, tested, trained, and implemented.
- Ensure that the integrity and dependability of data for analytical purposes are processed, cleansed and verified.
- Good to have Retail Banking experience
Required Qualifications, Skills, and Capabilities:
- 7+ years of industry experience in the Analytics, AI/ML.
- Hands on Analytics/AI experience in delivering Analytics projects/products (financial services domain preferred) involving large and complex data sets.
- Learning and Team player attitude is a must.
- Experience in sourcing, analysing, processing, creating data models using algorithmic, data mining, AI/ ML/DL and statistical tools such as Python, R, SQL/Hive, Hadoop, Spark and related tools.
- Exposure to various database interrogation and analysis tools and techniques
About the Team:
The Team develops, executes and monitors market leading pricing and product analytical assets that deliver material financial benefits. Our team culture is centred on collaboration, growth and learning, sharing new ideas and innovation. We are passionate about data & modelling, and we work together to creatively problem solve a wide variety of challenges that all adhere to our core principles around data quality and reuse, fit for purpose analytic techniques and practical, measurable delivery into decision processes and systems. We work hand in hand with our Product team counterparts to identify, control and improve our understanding of the levers we have to drive analytical portfolio optimization.
If you're already part of the Commonwealth Bank Group (including Bankwest, x15ventures), you'll need to apply through Sidekick to submit a valid application. We’re keen to support you with the next step in your career.
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Advertising End Date: 06/05/2024* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Banking Data analysis Data Analytics Data management Data Mining Data quality Data visualization Finance GitHub Hadoop Machine Learning ML models Python R Spark SQL Statistics Tableau Testing
Perks/benefits: Career development
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