Senior Software Engineer- ML Opps/ Infra

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Requirements:

• B.S. / M.S. / Ph.D. in Computer Science or related disciplines.
• 6+ years of industry experience with a proven track record of ownership and delivery.
• Experienced SME/Tech lead on MLOps/LLMOps technologies such as CI/CD, cloud-native microservice platforms, ML model training, evaluation & serving, LLM prompt engineering, LLM fine tuning, LLM evaluation.
• Excellent collaboration and communication skills.
• Experience with software engineering of production-grade services in cloud environments.
• Experience formulating use cases as ML problems and putting ML models into production.
• Knowledge of and/or curiosity to learn about specific Sumo Logic customer problem domains.
• Operational excellence orientation in SLIs/SLOs, monitoring, troubleshooting, and on-call rotations.
• Solid grounding in core ML concepts, basic statistics, and the judicious use of abstraction.

Responsibilities:

• Identifying and validating opportunities for the application of AI/ML or data-driven techniques.
• Driving technical delivery through the full feature lifecycle, from idea to production and operations.
• Collaborating within and beyond the team to identify problems and deliver solutions.
• Assessing requirements and approaches for large-scale data and AI/ML platform components.
• Collaborating with UX/UI teammates on the usability of product features.
• Owning the uptime and reliability of delivered services, including on-call rotation.
• Developing supporting tooling, automation, and microservices to accelerate the team.