Sumo Logic is hiring a
Staff Engineer-Machine Learning

Summary

The job is for a Staff Software Engineer - Machine Learning at Sumo Logic, where the employee will contribute to the design and development of ML-powered product capabilities. The role involves collaboration, large-scale data and ML platform component assessment, UX/UI collaboration, service uptime and reliability ownership, tooling development, and on-call rotation.

Requirements

• B.S./M.S./Ph.D. in Computer Science or related disciplines
• 6-8+ years of industry experience with a proven track record of ownership and delivery
• 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: SLIs/SLOs, monitoring and troubleshooting, 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 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 ML platform components
• Collaborating with UX/UI teammates on the usability of product features
• Owning the uptime and reliability of delivered services and capabilities, including on-call rotation
• Developing supporting tooling, automation, and microservices to accelerate the team

Preferred Qualifications

• Cloud-based application and infrastructure deployment and management
• Common ML libraries (eg, scikit-learn, PyTorch) and components (eg, Airflow, MLFlow)
• Relevant cloud provider services (eg, AWS Sagemaker)

Benefits

• Health, Dental, Vision- Insurance
• 401k and Life Insurance options
• Unlimited PTO with 15+ days of recognized holidays
• Quarterly Wellness days
• 100% remote with the option to be in the office if you want (Bay Area, Austin, Denver, NYC)
• 3 months of paid parental leave
• Expected annual base salary range: $190,000 - $235,000 + 15% bonus