This individual must demonstrate strong knowledge and experience in the cloud native technologies, AI/ML pipelines and appreciation of scale, performance and cost considerations from a Systems as well as AI/ML inference & training aspects as well.
· Help in building of OpsRamp’s CoPilot for Autonomous Operations for the Hybrid Cloud.
· Implement cloud-native architecture concepts and have knowledge of best practices for high availability, scalability, resilience, performance, and security requirements in the cloud.
· Incorporate the MLOPS paradigm and CI/CD in the AI/ML world, while following cloud-native techniques.
· Actively participate in the design and development of AI/ML pipelines, AI Co-pilots/Agents etc.
· Guides and mentors less-experienced staff members to set an example of software systems design and development innovation and excellence, helping engineers grow in their careers.
What you need to bring:
· 5-10 years of relevant experience in the industry delivering scalable cloud/cloud-native solutions with ETL pipelines.
· Bachelor's or Master's in Computer Science, Information Systems, Machine Learning, Engineering, or equivalent
· At least 2 years of hands-on expertise in defining, building, training and / or optimizing AI/ML models at scale in any of the popular ML frameworks.
· Deep Understanding in Multi-agent/RAG/Advanced RAG applications, Prompt Engineering Techniques, Fine-tuning LLMs with an eye on inference performance.
· Familiarity with toolchains like Llamaindex, Langchain etc. is desirable.
· Must have strong knowledge of application failure modes, resiliency patterns, and techniques to enable robust, self-healing designs.
· Ability to effectively communicate product design proposals and negotiate with other stakeholders to achieve design consensus.
· Must be able to work in a global, complex, and diverse environment.
Additional Skills:
Cloud Architectures, Cross Domain Knowledge, Design Thinking, Development Fundamentals, DevOps, Distributed Computing, Microservices Fluency, Full Stack Development, Release Management, Security-First Mindset, User Experience (UX)
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