Senior Machine Learning Engineer

Location: (Bangalore or Noida) 

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, you’ll build the intelligence behind the next generation of agentic AI systems that reason over massive, heterogeneous log data. You’ll combine machine learning, prompt engineering, and rigorous evaluation to create autonomous AI agents that help organizations understand and act on their data in real time.

You’ll be part of a small, high-impact team shaping how AI agents understand complex machine data. This is an opportunity to work on cutting-edge LLM infrastructure and contribute to defining best practices in context engineering and AI observability.

Responsibilities

• Design, implement, and optimize agentic AI components, including context engineering, memory management, and prompts.
• Collaborate cross-functionally with product, data, and infrastructure teams to deliver end-to-end AI-powered insights.
• Operate autonomously in a fast-paced, ambiguous environment - defining scope, setting milestones, and driving outcomes.
• Ensure reliability, performance, and observability of deployed agents through rigorous testing and continuous improvement.
• Maintain a strong bias for action—delivering incremental, well-tested improvements that directly enhance customer experience.

Required Qualifications

• B.Tech, M.Tech, or Ph.D. in Computer Science, Data Science, or a related field.
• 4-6 years of hands-on industry experience with demonstrable ownership and delivery.
• Strong understanding of machine learning fundamentals, data pipelines, and model evaluation.
• Proficiency in Python and ML/data libraries (NumPy, pandas, scikit-learn); familiarity with JVM languages is a plus.
• Working knowledge of LLM core concepts, prompt design, and agentic design patterns.
• Strong communication skills and a passion for shaping emerging AI paradigms.

Desired Qualifications

• Prior experience building and deploying AI agents or LLM applications in production.
• Familiarity with modern agentic AI frameworks (e.g., LangGraph, LangChain, CrewAI).
• Experience with ML infrastructure and tooling (PyTorch, MLflow, Airflow, Docker, AWS).
• Exposure to LLM Ops - infrastructure optimization, observability, latency, and cost monitoring.

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.

Senior Backend Engineer
Location: Noida/Bengaluru (India)

Sumo Logic is a cloud-native SaaS data analytics platform, solving complex observability and security problems. Customers choose our product because it allows them to easily monitor, optimize and secure their applications, systems and infrastructures. 

Our microservices architecture hosted on AWS ingests petabytes of data daily across many geographic regions. Millions of queries a day analyze hundreds of petabytes of data.

Responsibilities

• Develop features using algorithms that work optimally on very large data sets. These features would run on our backend systems that can handle enormous amounts of customer data, operate with high tolerance for errors, and can scale up as needed. These systems are responsible for managing and processing petabytes of data.
• Act as a team lead in the team.
• Write robust & re-usable code.
• Own a small set of microservices, analyze and improve the efficiency, scalability,
  reliability and cost for the same.
• Act as a primary on-call for owned services, responding to service degradations in a timely manner.
• Design and implement extremely high-volume, fault-tolerant, scalable backend systems that process and manage petabytes of customer data.
• Analyze and improve the efficiency, scalability, and reliability of our backend systems.
• Write robust code; demonstrate its robustness through automated tests.

Required Qualifications and Skills

• B.Tech/ M.Tech/ BSc or MSc in Computer Science or a related discipline.
• 7-9 years of industry experience with a proven track record of ownership.
• Object-oriented experience, for example in Java, Scala, Ruby, or C++.
• Experience in building backend services for handling data at large scale.
• Understanding the performance characteristics of commonly used data structures (maps, lists, trees, etc).
• Desire to learn Scala, an up-and-coming JVM language (scala-lang.org).

Desired Qualifications and Skills

• Experience in big data / 24x7 commercial service / planet scale product development.
• Experience in agile software development (test-driven development, iterative and incremental development).
• Experience using Sumo Logic products or other observability products for reliability and security.  
• Experience in multi-threaded programming and distributed systems (desirable).
• Experience leading scrum teams planning and day to day execution

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.

Title: Staff Site Reliability Engineer, Product Area Focus
Location: Noida/ Bangalore (Hybrid)

Summary of role

Own availability, the most important product feature, by continually striving for sustained operational excellence of Sumo’s planet-scale observability and security products.  Work alongside your global SRE team, executing on projects in your product-area specific reliability roadmap, to optimize operations, increase efficiency in our use of cloud resources and our developer’s time, harden security posture, and increase feature velocity of our developers  Work closely with multiple teams to optimize the operations of their microservices - and improve the lives of the engineers within your product area engineering team.

Responsibilities

• Support the engineering teams within your product area by maintaining and executing a reliability roadmap of opportunities for improvement for reliability, maintainability, security, efficiency, and velocity - and help for realizing those opportunities.
• Collaborate with development infrastructure, Global SRE, and your product area engineering teams to establish and continually refine your reliability roadmap.
• Participate in defining, evolving, and managing SLOs for several teams within your product area.
• Participate in on-call rotations within your product area to understand operations workload so you can continually work to improve the on-call experience and reduce operational workload for running microservices and related components.
• Complete projects to optimize and tune on-call experience for your engineering teams.
• Continually improve the lifecycle of microservices and architectural components from inception and design, through deployment, operation, and refinement.
• Write code and automation to reduce operational workload, increase efficiency, improve security posture, eliminate toil, and enable Sumo’s developers to deliver features more rapidly.
• Work closely with the developer infrastructure teams to expedite development infrastructure adoption of tools to advance your reliability roadmap by identifying needs for your supported engineering teams, and contributing back features and bug fixes when needed. 
• Scale systems sustainably through mechanisms like automation, and evolve systems by pushing for changes that improve reliability and velocity.
• Facilitate blame-free root cause analysis meetings for incidents to learn and drive improvement
• Participate in and continually improve our global IRC (incident response coordination) for all products.
• Drive root cause identification and issue resolution with the teams.
• Work inside of a fast-paced iterative environment.
• Hire & Mentor new team members.

Required Qualifications and Skills

• Cloud native application development experience leveraging best practices and design patterns
• Strong debugging and trouble-shooting skills across the entire technology stack
• Deep understanding of AWS Networking, Compute, Storage, and managed services.
• Competency with modern CI/CD tooling like Kubernetes, Terraform, Ansible & Jenkins
• Experience with full life cycle support of services, from creation to production support
• Versed in Infrastructure as Code practices using technologies like Terraform or Cloud Formation
• Ability to author production ready code in at least one the following: Java, Scala or Go.
• Experience with Linux systems and at home on the command line
• Understand and apply modern approaches to cloud-native software security
• Experienced with agile frameworks, such as Scrum and Kanban, and how to operate within these frameworks to continually deliver value.
• Flexible and willing to step into new roles and responsibilities
• Willingness to learn and use Sumo Logic products for solving reliability and security issues
• Bachelor’s or Master's Degree in Computer Science, Electrical Engineering, or another scientific or technical discipline
• 8+ years of professional experience in applied software security role

Desirable Skills

• Experience using Sumo Logic products or other observability products for reliability and security
• Experienced with planet scale product development
• Running and operating SaaS products on AWS Cloud with expert level proficiency
• Experience with streaming technologies like Kafka, Kafka Streams, or KSQL
• Expert level experience in one or more of: Java, Go, Scala, or Python
• Expert level experience in one or more of: Terraform, Jenkins, Kubernetes
• Extensive experience running and tuning JVM workloads at scale

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.

Title: Senior Site Reliability Engineer - I, Product Area Focus
Location: Noida (Hybrid)

Summary of role

Own availability, the most important product feature, by continually striving for sustained operational excellence of Sumo’s planet-scale observability and security products.  Work alongside your global SRE team, executing on projects in your product-area specific reliability roadmap, to optimize operations, increase efficiency in our use of cloud resources and our developer’s time, harden security posture, and increase feature velocity of our developers  Work closely with multiple teams to optimize the operations of their microservices - and improve the lives of the engineers within your product area engineering teams.

Responsibilities

• Support the engineering teams within your product area by maintaining and executing a reliability roadmap of opportunities for improvement for reliability, maintainability, security, efficiency, and velocity - and help for realizing those opportunities.
• Collaborate with development infrastructure, Global SRE, and your product area engineering teams to establish and continually refine your reliability roadmap.
• Participate in defining, evolving, and managing SLOs for several teams within your product area.
• Participate in on-call rotations within your product area to understand operations workload so you can continually work to improve the on-call experience and reduce operational workload for running microservices and related components.
• Complete projects to optimize and tune on-call experience for your engineering teams.
• Continually improve the lifecycle of microservices and architectural components from inception and design, through deployment, operation, and refinement.
• Write code and automation to reduce operational workload, increase efficiency, improve security posture, eliminate toil, and enable Sumo’s developers to deliver features more rapidly.
• Work closely with the developer infrastructure teams to expedite development infrastructure adoption of tools to advance your reliability roadmap by identifying needs for your supported engineering teams, and contributing back features and bug fixes when needed. 
• Scale systems sustainably through mechanisms like automation, and evolve systems by pushing for changes that improve reliability and velocity.
• Facilitate blame-free root cause analysis meetings for incidents to learn and drive improvement
• Drive root cause identification and issue resolution with the teams.
• Work inside of a fast-paced iterative environment.

Required Qualifications and Skills

• Cloud native application development experience leveraging best practices and design patterns
• Strong debugging and trouble-shooting skills across the entire technology stack
• Deep understanding of AWS Networking, Compute, Storage, and managed services.
• Competency with modern CI/CD tooling like Kubernetes, Terraform, Ansible & Jenkins
• Experience with full life cycle support of services, from creation to production support
• Versed in Infrastructure as Code practices using technologies like Terraform or Cloud Formation
• Ability to author production ready code in at least one the following: Java, Scala or Go.
• Experience with Linux systems and at home on the command line
• Understand and apply modern approaches to cloud-native software security
• Experienced with agile frameworks, such as Scrum and Kanban, and how to operate within these frameworks to continually deliver value.
• Flexible and willing to step into new roles and responsibilities
• Willingness to learn and use Sumo Logic products for solving reliability and security issues
• Bachelor’s or Master's Degree in Computer Science, Electrical Engineering, or another scientific or technical discipline
• 4-6 years of industry experience.

Desirable Skills

• Experience using Sumo Logic products or other observability products for reliability and security
• Experienced with planet scale product development
• Running and operating SaaS products on AWS Cloud with expert level proficiency
• Experience with streaming technologies like Kafka, Kafka Streams, or KSQL
• Expert level experience in one or more of: Java, Go, Scala, or Python
• Expert level experience in one or more of: Terraform, Jenkins, Kubernetes
• Extensive experience running and tuning JVM workloads at scale

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.

Senior Software Engineer II - Cloud SOAR, CyberSecurity

Location-Noida/Bangalore(Hybrid)

Sumo Logic's Cloud SOAR (Security Orchestration, Automation, and Response) platform enhances security operations by automating and orchestrating workflows across diverse security tools and systems. SumoLogic is seeking a highly skilled and experienced Senior Software Engineer to join our Cloud SOAR team. As a Senior Software Engineer, you will play a critical role in designing, developing, and maintaining our cutting-edge cloud-based SOAR solutions. This role requires a deep understanding of cybersecurity, cloud technologies, and a passion for innovation.

Key Responsibilities:

• Design and Development: Architect, design, and implement scalable and reliable cloud-based SOAR solutions that meet the highest standards of software quality and performance.
• Cybersecurity Expertise: Utilize your expertise in cybersecurity to develop advanced threat detection, response, and automation capabilities within our SOAR platform.
• Collaboration: Work closely with product management, architects, and other engineering teams to define technical requirements and deliver high-quality features.
• Innovation: Stay abreast of the latest trends and advancements in cloud security and SOAR technologies. Drive continuous improvement and innovation within the team.
• Mentorship: Provide technical guidance and mentorship to junior engineers, fostering a culture of collaboration and continuous learning.
• Customer Focus: Engage with customers to understand their needs and challenges, translating them into effective technical solutions.
• Cross-functional Collaboration: Collaborate with Ops/SRE and customer success teams to ensure timely responses and resolutions to customer escalations and production issues.

Qualifications:

• Education: Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
• Experience: 7+ years of hands-on experience in software engineering, 
• Technical Skills: Proficiency in cloud technologies (AWS, Azure, GCP), programming languages (Python, Java, Go, etc.). Preferred to have experience in working in CyberSecurity related technologies like SIEM/SOAR.
• Problem-Solving: Strong analytical and problem-solving abilities, with a focus on delivering high-quality solutions.
• Agile Development: Experience with Agile development methodologies and practices.
• Communication Skills: Excellent communication and interpersonal skills, with the ability to work effectively with cross-functional teams and stakeholders.
• Customer Orientation: Experience in working directly with customers to gather requirements, provide support, and deliver solutions that meet their needs.

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.

Senior Product Manager – Platform Efficiency & COGS

​About the Role

​As a Senior Product Manager for Platform Efficiency, you will drive continual “cost to value” alignment by delivering the product features and platform enhancements that ensure durable efficiency of scale. You will sit at the intersection of Product, Engineering, FinOps, and Pricing - responsible for the architectural efficiency and gross margin health of our global SaaS analytics platform.

​Sumo Logic processes hundreds of terabytes of data daily. Your mission is to ensure that as we scale, our infrastructure costs stay lean and our platform remains a performant, competitive, and high-margin engine. You will own the strategy for optimizing data ingestion, storage, networking, and compute costs while simultaneously improving the platform’s performance and reliability.

​Key Responsibilities

• ​COGS Strategy & Roadmap: Own the end-to-end roadmap for platform efficiency. Identify, prioritize, and execute initiatives that reduce cost-to-serve without compromising customer experience or SLAs. Own product strategy to focus on customer margins across multiple Sumologic revenue products
• ​Infrastructure Optimization: Collaborate with Core Platform and Site Reliability Engineering (SRE) teams to optimize resource allocation across Kubernetes, Kafka, and AWS services (S3, DynamoDB, EC2).
• ​​Cost Observability: Partner with FinOps to ensure internal "Cost Observability" dashboards inform continual efficiency improvements.  Use data to identify "hot spots" in our AWS/Cloud infrastructure and drive targeted architectural shifts.
• Product Improvement Lifecycle: Translate complex technical bottlenecks into actionable PRDs. Define "Definition of Done" for efficiency projects, focusing on metrics like Cost per GB Ingested and Cost of Query engine, CPU utilisation of engineering assemblies.
• ​Cross-Functional Leadership: Coordinate across Finance, UX, and Engineering stakeholders to deliver cost optimized solutions that meet the needs of customers as well as the financial goals of the business. Clearly articulate the financial impacts of technical debt and infrastructure modernization to executive stakeholders.
• ​Vendor & Cloud Management: Work with cloud providers and 3rd party vendors to optimize licensing, reserved instances, and usage-based billing models.

​What We’re Looking For

• ​Technical Depth: You have a solid understanding of cloud-native architectures, distributed systems, and microservices. Experience with AWS cost structures and FinOps principles is a major plus.
• ​Data-Driven Mindset: You are a power user of data analytics tools and have a strong hold on cost and numbers. You don’t just report data; you find the "why" behind the numbers to drive strategic pivots.
• ​SaaS Savvy: 5+ years of PM experience, ideally in a technical platform role within an Enterprise SaaS environment (Log Analytics, Observability, or Cybersecurity).
• ​Execution Focus: Proven track record of taking high-level efficiency goals and breaking them down into testable hypotheses and delivered features.
• ​Communication: Ability to explain the ROI of a "refactoring project" to a non-technical stakeholder just as clearly as you can discuss API rate-limiting with a Principal Engineer.

Pricing Knowledge: Experience with pricing, units of measure, and cost modeling.

​Technical Toolkit (Nice to Have)

• ​Experience with Big Data technologies (Lucene, Parquet, Spark).
• ​Familiarity with billing and provisioning systems (e.g., Zuora).
• ​Understanding of OpenTelemetry (OTel) and its impact on data pipeline efficiency.

​Why Join Sumo Logic?

​You will be working on one of the largest scale data problems in the industry. Your work directly impacts the company’s bottom line and determines our ability to innovate by freeing up capital for new product investments.

About Us

Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. For more information, visit www.sumologic.com.

Sumo Logic Privacy Policy. Employees will be responsible for complying with applicable federal privacy laws and regulations, as well as organizational policies related to data protection.