Sumo Logic
Staff Engineer - CoreAI/ML and LLM's
Sumo Logic, Redwood City, California, United States, 94061
Location
- open to 100% remote with United States or CanadaAs a
Staff Software Engineer - GenAI , you will actively contribute and lead in the design and development of innovative GenAI-powered product capabilities. This team collaborates closely with other Product Development teams and works 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 AI/ML or data-driven techniquesDriving technical delivery through the full feature lifecycle, from idea to production and operationsCollaborating within and beyond the team to identify problems and deliver solutionsAssessing requirements and approaches for large-scale data and AI/ML platform componentsCollaborating with UX/UI teammates on the usability of product featuresOwning the uptime and reliability of delivered services and capabilities, including on-call rotationDeveloping supporting tooling, automation, and microservices to accelerate the teamRequirements :B.S. / M.S. / Ph.D. in Computer Science or related disciplines8+ years of industry experience with a proven track record of ownership and deliveryExperienced Subject matter expert/Tech lead on Gen-AI based technologies such as prompt engineering, LLM fine tuning, LLM evaluation, as well as Gen-AI based AI system design & development experience such as RAG, COT, Copilot and AI agentsExcellent collaboration and communication skillsExperience with software engineering of production-grade services in cloud environmentsExperience formulating use cases as ML problems and putting ML models into productionKnowledge of and/or curiosity to learn about specific Sumo Logic customer problem domainsOperational excellence orientation: SLIs/SLOs, monitoring and troubleshooting, on-call rotationsSolid grounding in core ML concepts, basic statistics, and the judicious use of abstractionDesirable :Cloud-based application and infrastructure deployment and managementCommon ML libraries (e.g., scikit-learn, PyTorch) and components (e.g., Airflow, MLFlow)Relevant cloud provider services (e.g., AWS Bedrock, AWS Sagemaker)LLMOps related experience, Enterprise-grade copilot or AI agent engineering project experienceAbout UsSumo Logic, Inc. empowers the people who power modern, digital business. Sumo Logic enables customers to deliver reliable and secure cloud-native applications through its Sumo Logic SaaS Analytics Log Platform, which helps practitioners and developers ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. Customers worldwide rely on Sumo Logic to get powerful real-time analytics and insights across observability and security solutions for their cloud-native applications. For more information, visit
www.sumologic.com .The expected annual base salary range for this position is
$210k - $240k + 15% bonus.
In addition to base pay, certain roles are eligible to participate in our bonus or commission plans, as well as our benefits offerings, and equity awards. Compensation varies based on a variety of factors which include (but aren’t limited to) role level, skills and competencies, qualifications, knowledge, location, and experience.Other detailsHealth, Dental, Vision - Insurance401k and Life Insurance optionsUnlimited PTO with 15+ days of recognized holidaysQuarterly Wellness days100% remote with the option to be in the office if you want (Bay Area, Austin, Denver, NYC)3 months of paid parental leave
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- open to 100% remote with United States or CanadaAs a
Staff Software Engineer - GenAI , you will actively contribute and lead in the design and development of innovative GenAI-powered product capabilities. This team collaborates closely with other Product Development teams and works 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 AI/ML or data-driven techniquesDriving technical delivery through the full feature lifecycle, from idea to production and operationsCollaborating within and beyond the team to identify problems and deliver solutionsAssessing requirements and approaches for large-scale data and AI/ML platform componentsCollaborating with UX/UI teammates on the usability of product featuresOwning the uptime and reliability of delivered services and capabilities, including on-call rotationDeveloping supporting tooling, automation, and microservices to accelerate the teamRequirements :B.S. / M.S. / Ph.D. in Computer Science or related disciplines8+ years of industry experience with a proven track record of ownership and deliveryExperienced Subject matter expert/Tech lead on Gen-AI based technologies such as prompt engineering, LLM fine tuning, LLM evaluation, as well as Gen-AI based AI system design & development experience such as RAG, COT, Copilot and AI agentsExcellent collaboration and communication skillsExperience with software engineering of production-grade services in cloud environmentsExperience formulating use cases as ML problems and putting ML models into productionKnowledge of and/or curiosity to learn about specific Sumo Logic customer problem domainsOperational excellence orientation: SLIs/SLOs, monitoring and troubleshooting, on-call rotationsSolid grounding in core ML concepts, basic statistics, and the judicious use of abstractionDesirable :Cloud-based application and infrastructure deployment and managementCommon ML libraries (e.g., scikit-learn, PyTorch) and components (e.g., Airflow, MLFlow)Relevant cloud provider services (e.g., AWS Bedrock, AWS Sagemaker)LLMOps related experience, Enterprise-grade copilot or AI agent engineering project experienceAbout UsSumo Logic, Inc. empowers the people who power modern, digital business. Sumo Logic enables customers to deliver reliable and secure cloud-native applications through its Sumo Logic SaaS Analytics Log Platform, which helps practitioners and developers ensure application reliability, secure and protect against modern security threats, and gain insights into their cloud infrastructures. Customers worldwide rely on Sumo Logic to get powerful real-time analytics and insights across observability and security solutions for their cloud-native applications. For more information, visit
www.sumologic.com .The expected annual base salary range for this position is
$210k - $240k + 15% bonus.
In addition to base pay, certain roles are eligible to participate in our bonus or commission plans, as well as our benefits offerings, and equity awards. Compensation varies based on a variety of factors which include (but aren’t limited to) role level, skills and competencies, qualifications, knowledge, location, and experience.Other detailsHealth, Dental, Vision - Insurance401k and Life Insurance optionsUnlimited PTO with 15+ days of recognized holidaysQuarterly Wellness days100% remote with the option to be in the office if you want (Bay Area, Austin, Denver, NYC)3 months of paid parental leave
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