Join Our Team as a Software Engineer-II, Machine Learning at Sumo Logic

At Sumo Logic, an industry leader in cloud-native applications and digital business analytics, we are expanding our team and looking for a talented Machine Learning Engineer to leverage the power of machine log data, providing insights and operational intelligence to organizations worldwide.

About the Role

As a vital part of our dynamic team, you will engage in the full spectrum of feature development spanning from the conceptualization and construction of datasets to the experimental validation, prototyping, implementation, deployment, and ongoing operations. This opportunity allows you to tackle technical challenges associated with high-volume streams of heterogeneous data, enhancing our ML-powered product capabilities to assist customers in managing and understanding their data effectively.

Key Responsibilities

• Identify and validate new opportunities for applying machine learning and data-driven techniques.
• Assess the requirements and strategies for developing large-scale data and machine learning platform components.
• Drive technical delivery throughout the entire feature lifecycle, from initial idea to production and operations.
• Collaborate across teams to identify issues and develop effective solutions.

Requirements

• Bachelor’s (B.Tech) or Master’s (M.Tech) degree in Computer Science or related disciplines.
• 2-4 years of relevant industry experience with a demonstrated history of ownership and successful delivery.
• Proven experience in formulating use cases as machine learning problems and deploying ML models into production environments.
• Strong foundational knowledge in machine learning concepts and basic statistics.
• Experience in the software engineering of production-grade services in cloud environments.

Desirable Skills

• Proficiency in cloud-based application and infrastructure deployment and management.
• Familiarity with common ML libraries (e.g., scikit-learn, PyTorch) and tools (e.g., Airflow, MLFlow).
• Knowledge of relevant cloud provider services (e.g., AWS Sagemaker).
• Understanding of LLM core concepts, libraries, and application design patterns.

About Sumo Logic

At Sumo Logic, Inc., we empower modern digital businesses by ensuring their cloud-native applications are reliable, secure, and protected against modern security threats. Our flagship Sumo Logic SaaS Analytics Log Platform delivers real-time analytics and insights across observability and security solutions, trusted by customers globally. Discover more about our innovations and join our mission at .

We invite you to apply and help us enhance the power of machine learning to tackle evolving digital challenges effectively!