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Gen AI - Senior Software Engineer
CBA
·
7-12 years
₹ 24 - 49L/yr (AmbitionBox estimate)
This is an estimate of the average salary range for this
position. It has not been reviewed by the company, and
the actual salary may differ.
Bangalore / Bengaluru
1 vacancy
Gen AI - Senior Software Engineer
Commonwealth Bank of Australia, India
posted 14d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
Organization:
Job Title: Gen AI - Senior Software Engineer
Location: Bengaluru-Manyata Tech Park
Business & Team: The Gen AI Domain has been set up to build the tools and capabilities needed within the group tapping into the promise of Generative AI as a key technology to solve those needs. This team will be leading an initiative called Transformer Banking .
This domain within CDAO is focused on solution practices, tools and platforms required to successfully leverage Large Language Models, rather than the tools and capabilities required to create those models. We will accomplish this through building: technology platforms and tools such as the Gen AI Hub including RAG tooling, knowledge management services, LLM access and control planes; business platforms and tools such as the Customer Conversation Manager and Customer Activity Manager; and practice capability co-creating patterns and practices for Gen AI usage in solutions with crews across CBA leveraging our services alongside other frameworks/libraries.
Impact & Contribution: As a Gen AI - Senior Software Engineer, you will utilize technical expertise of engineering principles and practices in Gen AI platform to achieve business outcomes. You provide core technology and domain knowledge to inform technical strategy of the crew and lead the solution design, enhancement, maintenance of complex challenges within Gen AI. We are leading the world in AI ambition within Australia s largest bank and fintech! Together, we will engineer the future of banking with innovative Gen AI solutions!
Job Title: Gen AI - Senior Software Engineer
Location: Bengaluru-Manyata Tech Park
Business & Team: The Gen AI Domain has been set up to build the tools and capabilities needed within the group tapping into the promise of Generative AI as a key technology to solve those needs. This team will be leading an initiative called Transformer Banking .
This domain within CDAO is focused on solution practices, tools and platforms required to successfully leverage Large Language Models, rather than the tools and capabilities required to create those models. We will accomplish this through building: technology platforms and tools such as the Gen AI Hub including RAG tooling, knowledge management services, LLM access and control planes; business platforms and tools such as the Customer Conversation Manager and Customer Activity Manager; and practice capability co-creating patterns and practices for Gen AI usage in solutions with crews across CBA leveraging our services alongside other frameworks/libraries.
Impact & Contribution: As a Gen AI - Senior Software Engineer, you will utilize technical expertise of engineering principles and practices in Gen AI platform to achieve business outcomes. You provide core technology and domain knowledge to inform technical strategy of the crew and lead the solution design, enhancement, maintenance of complex challenges within Gen AI. We are leading the world in AI ambition within Australia s largest bank and fintech! Together, we will engineer the future of banking with innovative Gen AI solutions!
Roles & Responsibilities:
- Developing and maintaining robust, scalable systems to support the deployment and operations of generative AI models, ensuring efficient use of computational resources.
- Build Gen AI capability among engineers including but not limited to Knowledge Engineering/prompt engineering/platform engineering.
- Knowledge Engineering: identifying and gathering relevant domain specific knowledge from various sources and structuring it in a structured way for LLM model to understand and utilize.
- Prompt Engineering: Building effective instructions for Gen AI models to generate more relevant, accurate and creative text formats.
- Platform engineering: Collaborate with other teams to integrate AI solutions into existing workflows and systems to get the platform running and available. They configure and manage the underlying infrastructure that supports the platform, ensuring scalability, reliability, and high availability.
- Evaluating the performance of Gen AI models, identifying areas for improvement and iteratively refining models to enhance their accuracy, efficiency and fairness.
- Provide strategic guidance and oversee medium complexity system engineering initiatives and solutions.
- Overseeing the design, development and maintenance of Gen AI Hub including infrastructure, tools and APIs.
- Working with various teams like Data Scientists etc to ensure the platform integrates seamlessly with existing workflows and meets user needs.
- Are confident in using your expertise to solve platform issues, improve ways of working, enhance, and automate existing platform using latest automation tool
- Staying up to date on advancements: The field of generative AI is constantly evolving, so staying informed about the latest research and developments, latest releases on different models and their performances are crucial.
- Ability to develop, suggest best practices of designing infrastructures that support fine-tuning of models to improve performance and efficiency, and troubleshoot any issues that arise during development or deployment.
- Security integration: GenAI platform engineers weave security best practices throughout the development lifecycle to safeguard the platform from vulnerabilities and data breaches.
- Monitoring and logging: Implementation of robust monitoring and logging systems, LLMOps best practices that allows for proactive identification and resolution of potential issues.
- Responsible AI Guardrails: GenAI platform engineers are responsible for ensuring all Responsible AI metrics are governed through proper system infrastructure and monitoring.
Essential Skills:
- Minimum of 7 years of experience having tech delivery expertise (i.e. an expert in tech that can also get tech delivery done)
- High level of communications and negotiation skills, including the demonstrated ability to solicit opinions and accept feedback.
- Experience in operating effectively as part of cross-functional teams.
- Proficiency in key capabilities - IT SDLC processes, written documentation/ specification skills
- Have experience in Prompt Engineering / Platform Engineering / Knowledge Engineering disciplines
- Experience in following:
- Cloud Solution Architecture / Development / Security / IaaC (AWS + Azure)
- Python / TypeScript / C#
- Gen AI frameworks & tools (e.g. Langchain, Semantic Kernel)
- Vector/Graph/SQL Databases
- Non-deterministic automated testing
- Machine Learning, including LLM fine-tuning
- System Reliability Engineering
- Secure Coding
- Customer engagement systems
- Workflow platforms
- Proven track record of building and leading a team of engineering professionals.
- Excellent problem-solving skills and ability to identify creative solutions to complex problems.
- Strong cross-cultural communication skills and the ability to effectively manage collaboration across time zones.
Education Qualification: Bachelors degree/Master s degree in Engineering in Computer Science/Information Technology
Employment Type: Full Time, Permanent
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What people at Commonwealth Bank of Australia, India are saying
Rating based on 25 Senior Software Engineer
reviews
Anonymous · Engineering - Software & QA
in Bangalore / Bengaluru
Likes
only work life balance
Dislikes
Toxic work culture. No scope of learning. A lot of favouritism. no matter how well you are performing. you will get good rating or promotion only if you are manager’s favourite. Most of management/managers belongs to old dated service based culture and hence company turned into typical service based organisation or somewhere worst than that
- Salary - Poor+5 more
Senior Software Engineer salary at Commonwealth Bank of Australia, India
reported by
191
employees
with 7-12
years exp.
₹15
L/yr - ₹50.1
L/yr
134%
more
than the average Senior Software Engineer Salary in India
View more details
What Commonwealth Bank of Australia, India employees are saying about work life
based on 503 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Commonwealth Bank of Australia, India Benefits
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