Hyderabad, Telangana, India
Information Technology
Full-Time
AB InBev APAC
Overview
Dreaming big is in our DNA. It’s who we are as a company. It’s our culture. It’s our heritage. And more than ever, it’s our future. A future where we’re always looking forward. Always serving up new ways to meet life’s moments. A future where we keep dreaming bigger. We look for people with passion, talent, and curiosity, and provide them with the teammates, resources and opportunities to unleash their full potential. The power we create together – when we combine your strengths with ours – is unstoppable. Are you ready to join a team that dreams as big as you do?
AB InBev GCC was incorporated in 2014 as a strategic partner for Anheuser-Busch InBev. The center leverages the power of data and analytics to drive growth for critical business functions such as operations, finance, people, and technology. The teams are transforming Operations through Tech and Analytics.
Do You Dream Big?
We Need You.
Job Description
Job Title: Senior Machine Learning Engineer
Location: Bangalore
Reporting to: Senior Manager - Analytics
We dream big to create future with more cheer
AB InBev GCC was incorporated in 2014 as a strategic partner for Anheuser-Busch InBev. The center leverages the power of data and analytics to drive growth for critical business functions such as operations, finance, people, and technology. The teams are transforming Operations through Tech and Analytics.
Do You Dream Big?
We Need You.
Job Description
Job Title: Senior Machine Learning Engineer
Location: Bangalore
Reporting to: Senior Manager - Analytics
- Purpose of the role
- LLM-based frameworks, tools, and technologies
- Cloud-native technologies and solutions
- Microservices-based software architecture and design patterns As an additional responsibility, you will be involved in the complete development cycle of new product features, encompassing tasks such as the development and deployment of new models integrated into production systems. Furthermore, you will have the opportunity to critically assess and influence the product engineering, design, architecture, and technology stack across multiple products, extending beyond your immediate focus.
- Key tasks & accountabilities
- Design, develop, and implement innovative Language Model applications using Azure OpenAI and Redis as a vector database.
- Collaborate with cross-functional teams to integrate LangChain, OpenAI Python SDK, LammaIndex, OLamma,and other technologies into the application architecture.
- Implement and optimize machine learning models for natural language processing tasks.
- Ensure the scalability, performance, and reliability of language model applications.
- Integrate and configure observability tools such as mlflow, langsmith, langfuse, weight and bias, etc., for monitoring and improving application performance.
- Collaborate with data scientists, software engineers, and other stakeholders to enhance and refine language models based on user feedback and evolving requirements.
- Stay current with industry trends and advancements in language models, AI, and related technologies.
- Working knowledge of Fast API and Celery with experience in backend services
- Qualifications, Experience, Skills
- Bachelor's or masterʼs degree in Computer Science, Engineering, or a related field.
- Proven experience of 6+ years in developing and deploying applications utilizing Azure OpenAI and Redis as a vector database.
- Solid understanding of language model technologies, including LangChain, OpenAI Python SDK, LammaIndex, OLamma, etc.
- Proficiency in implementing and optimizing machine learning models for natural language processing.
- Experience with observability tools such as mlflow, langsmith, langfuse, weight and bias, etc.
- Strong programming skills in languages such as Python and proficiency in relevant frameworks.
- Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes).
We dream big to create future with more cheer
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