This role is for one of Weekday’s clients
Min Experience: 11 years
Location: Bengaluru
JobType: full time
What You'll Do
- Design and build a world-class cloud platform to help enterprises monitor and analyze their ML models, covering both predictive models as well as LLM and Generative models Design enterprise-grade, scalable APIs and frameworks to run analysis and validation of customers’ ML models and workflows
- Develop new types of metrics and evaluation methods for quality and robustness of ML models
- Work with product and customer facing teams to enhance and expand our product
- Recommend and implement engineering best practices, improve the functionality of existing software, and ensure that the design, application, and maintenance of software meets quality standards
What We're Looking For
- Masters/Bachelor's Degree in Computer Science or equivalent
- 10+ years of working experience
- Proficiency with Python
- Experience debugging and troubleshooting production systems
- On call support experience
- Experience working with common distributed systems infrastructure: Redis, Postgres, RabbitMQ, Celery, Flask
Nice to have:
- Experience working with ML models in production.
- Experience with common LLM frameworks (Langchain, Llamaindex, RAG, HuggingFace, and eval frameworks like Ragas or Presidio)
- Knowledge of infrastructure management (AWS / Google Cloud, Kubernetes, or equivalent on-premises technologies)
- Experience building large scale distributed systems and working with columnar and vector databases