Senior Software Engineer I - ML Engineer

Senior Software Engineer I - ML Engineer - Logs Experiences

The proliferation of machine log data has the potential to give organizations unprecedented real-time visibility into their infrastructure and operations. With this opportunity comes tremendous technical challenges around ingesting, managing, and understanding high-volume streams of heterogeneous data.

As a Machine Learning Engineer at Sumo Logic, you will actively contribute in the design and development of innovative ML-powered product capabilities to help our customers make sense of their huge amounts of log data. This involves working through the entire feature lifecycle including ideation, dataset construction, experimental validation, prototyping, production implementation, deployment, and operations.

Responsibilities

• Identifying and validating opportunities for the application of ML or data-driven techniques
• Assessing requirements and approaches for large-scale data and ML platform components
• Driving technical delivery through the full feature lifecycle, from idea to production and operations
• Helping the team design and implement extremely high-volume, fault-tolerant, scalable backend systems that process and manage petabytes of customer data.
• Collaborating within and beyond the team to identify problems and deliver solutions
• Work as a member of a team, helping the team respond quickly and effectively to business needs.