Organization:
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: Data Scientist
Location: Bangalore
Business & Team: Analytics BB
Impact & contribution:
As a Data Scientist, you will have the opportunity to apply your quantitative and computational skills within an applied and production-oriented R&D function within the group, focusing on cutting-edge deep learning and generative AI techniques. Your role will have a significant impact on our innovation capabilities and business processes by leveraging these advanced technologies
Roles & Responsibilities:
- Model Development: Design and implement deep learning models, focusing on Generative AI applications like text generation, image synthesis, personalized recommendations, or autonomous decision-making.
- Fine-tune and adapt pre-trained models (e.g., GPT, DALL-E, Stable Diffusion) for specific tasks.
- Develop foundational components of multi-agent systems where agents use AI to collaborate or solve problems.
- Multi-Agent Integration: Build and test individual AI agents and integrate them into a multi-agent framework using libraries such as Ray, OpenAI API, or custom architectures.
- Design communication protocols between agents and their environment.
- End-to-End Deployment: Contribute to the deployment of at least one Generative AI model or a multi-agent application in production, ensuring scalability and performance.
- Collaboration and Research: Work closely with cross-functional teams to integrate Generative AI models into multi-agent solutions.
- Stay updated with advancements in Generative AI and multi-agent systems and experiment with cutting-edge technologies.
- Documentation: Maintain detailed documentation of experiments, models, and processes for reproducibility and team collaboration.
Essential Skills:
- 5+ years of experience
- Proficiency with PyTorch, TensorFlow, or similar frameworks.
- Experience with LLM fine-tuning, prompt engineering, and model optimization.
- Familiarity with multi-agent frameworks like Ray, LangChain, or custom architectures.
- Working knowledge of distributed systems and cloud platforms (AWS, GCP, Azure).
Education Qualifications: Bachelor’s degree in Engineering ( Computer Science/Information Technology).
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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What We Do
Australia’s leading provider of financial services including retail, premium, business and institutional banking, funds management, superannuation, insurance, investment and sharebroking products and services.
We are a business with more than 800,000 shareholders and over 52,000 employees. We offer a full range of financial services to help all Australians build and manage their finances.
