Senior Associate Data Scientist
Bengaluru - Manyata Tech Park Road
Commonwealth Bank
CommBank offers personal banking, business solutions, institutional banking, company information, and moreOrganization :- At CommBank, we never lose sight of the role we play in other people’s financial wellbeing. Our focus is to help people and businesses move forward to progress. To make the right financial decisions and achieve their dreams, targets, and aspirations. Regardless of where you work within our organisation, your initiative, talent, ideas, and energy all contribute to the impact that we can make with our work. Together we can achieve great things.
Job Title :- Senior Associate Data Scientist
Location :- Manyata Tech Park , Bangalore
Business & Team :-
Retail Banking Services (RBS) is the public face of CommBank, delivering a seamless banking experience for the future, to more than 10 million individuals and small businesses. We offer market-leading products and services, supported by some of the world’s best systems and processes.
The Chief Data and Analytics Office (CDAO) group delivers the groups data and AI solutions to ensure the highest levels of customer service through excellent insights, process excellence and AI innovation.
We deliver available, reliable, consistent technology solutions for our internal and external customers, essential tools for our people and innovative product platforms for our customers across the bank.
We put the customer at the center of everything we do and measure our performance against the groups’ external customer satisfaction measures.
Our team is composed of data scientists, engineers, and technology leaders, who bring in the right mix of skills to enable this transformation. We also work very closely with our business and operations colleagues to support these services which are critical to the Australian and Global economy.
Impact & contribution :
The Senior Associate Data Scientist will use technical knowledge and understanding of business domain to deliver moderate or highly complex data science projects independently or with minimal guidance.
You will also engage and collaborate with business stakeholders to clearly articulate findings to solve business problems.
Roles and Responsibilities:
- Analyse complex data sets to extract insights and identify trends.
- Develop AI, ML, predictive models to solve business problems.
- Apply Gen AI, NLP, Computer Vison, Deep Learning, advanced statistical and ML predictive modelling techniques to develop and implement scalable AI solutions, ensuring accuracy and reliability of models.
- Work on deployment of models in production.
- Collaborate with cross-functional teams to understand requirements and deliver AI/ Data Science solutions.
- Clean, preprocess, and manipulate data for analysis through programming.
- Communicate findings and recommendations to stakeholders through reports and presentations.
- Stay updated with industry trends and best practices in AI/ data science.
- Drive innovation by exploring new approaches and techniques for solving complex business problems through data analysis and AI/ ML modelling.
- Contribute to the development and improvement of data infrastructure and processes.
- Continuously learn and enhance skills in AI/ data science techniques and tools.
- Strongly support the adoption of AI/ data science across the organization.
- Identify problems in the products, services and operations of the bank and solve those with innovative research driven solutions.
Essential Skills:
Must have:
- Strong hands-on programming experience in Python (mandatory), R, SQL, Hive and Spark.
- Ability to write well designed, modular and optimized code.
- Knowledge of AI, Deep Learning, Natural Language Processing (NLP), Computer Vision, Large Language Models (LLM), Generative AI (e.g., Open-source models & GTP’s, RAG, Guardrails for fairness / privacy).
- Knowledge and hands-on experience in developing solutions with Large Language Models.
- Must have been part of projects building and deploying AI/ predictive models in production (financial services domain preferred) involving large and complex data sets.
- Model Deployment Experience (MLOps)
- Strong problem solving and critical thinking skills.
- Curious, fast learning capability and team player attitude is a must.
- Innovation mindset. Ability to communicate clearly and effectively.
- Demonstrated expertise through blogposts, research, participation in competitions, speaking opportunities, patents and paper publications.
- Most importantly - ability to identify and translate theories into real applications to solve practical problems.
Good to have:
- Good to have: Knowledge of H2O.ai, GitHub, Big Data and ML Engineering.
- Good to have: Knowledge of Snowflake, AWS, Azure etc.
- Good to have: Solid foundation of Boosted Trees, Time Series, Statistics and core ML algorithms at a mathematical (under the hood) level.
- Good to have: Experience in Data Science in Sales and Marketing, Campaign Analytics, Ecommerce Retail or banking products for retail or business banking is preferred.
- Good to have: Knowledge of commonly used data structures and algorithms.
Qualification:-
- Bachelor’s degree in Engineering Or Master’s degree Or Ph.D. in Data Science, Machine Learning, Computer Science, Computational Linguistics, Statistics, Mathematics, Engineering, Physics.
- More than 5 years of relevant experience.
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.
We're aware of some accessibility issues on this site, particularly for screen reader users. We want to make finding your dream job as easy as possible, so if you require additional support please contact HR Direct on 1800 989 696.
Advertising End Date: 30/07/2024* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: AWS Azure Banking Big Data Computer Science Computer Vision Core ML Data analysis Deep Learning E-commerce Engineering Generative AI GitHub Linguistics LLMs Machine Learning Mathematics MLOps Model deployment NLP Open Source Physics Privacy Python R RAG Research Snowflake Spark SQL Statistics
Perks/benefits: Career development
More jobs like this
Explore more AI, ML, Data Science career opportunities
Find even more open roles in Artificial Intelligence (AI), Machine Learning (ML), Natural Language Processing (NLP), Computer Vision (CV), Data Engineering, Data Analytics, Big Data, and Data Science in general - ordered by popularity of job title or skills, toolset and products used - below.
- Open Data Science Manager jobs
- Open Research Scientist jobs
- Open Junior Data Analyst jobs
- Open Business Data Analyst jobs
- Open Principal Data Scientist jobs
- Open Data Scientist II jobs
- Open Sr Data Engineer jobs
- Open BI Analyst jobs
- Open Business Intelligence Engineer jobs
- Open Data Science Intern jobs
- Open Sr. Data Scientist jobs
- Open Lead Data Analyst jobs
- Open Senior Business Intelligence Analyst jobs
- Open Azure Data Engineer jobs
- Open Software Engineer, Machine Learning jobs
- Open Junior Data Scientist jobs
- Open MLOps Engineer jobs
- Open Manager, Data Engineering jobs
- Open Marketing Data Analyst jobs
- Open Data Analytics Engineer jobs
- Open Data Engineer III jobs
- Open Junior Data Engineer jobs
- Open Data Engineering Manager jobs
- Open Product Data Analyst jobs
- Open Senior Software Engineer jobs
- Open Power BI-related jobs
- Open GCP-related jobs
- Open Tableau-related jobs
- Open Excel-related jobs
- Open ML models-related jobs
- Open Data pipelines-related jobs
- Open APIs-related jobs
- Open PhD-related jobs
- Open PyTorch-related jobs
- Open Finance-related jobs
- Open LLMs-related jobs
- Open TensorFlow-related jobs
- Open Deep Learning-related jobs
- Open Consulting-related jobs
- Open Data visualization-related jobs
- Open Generative AI-related jobs
- Open Business Intelligence-related jobs
- Open Data governance-related jobs
- Open CI/CD-related jobs
- Open NLP-related jobs
- Open DevOps-related jobs
- Open Kubernetes-related jobs
- Open Docker-related jobs
- Open Git-related jobs
- Open Snowflake-related jobs