(USA) Distinguished, Software Engineer-AI/ML Engineer - Agentic Systems & Site Reliability Engineering

Reposted Yesterday
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Sunnyvale, CA, USA
Hybrid
169K-338K Annually
Expert/Leader
Big Data • Cloud • Logistics • Machine Learning • Retail
The Role
Leads the architecture and development of agentic AI, MLOps, and self-healing SRE platforms for mission-critical, large-scale systems. Designs multi-agent orchestration, predictive monitoring, autonomous incident response, fault-tolerant infrastructure, observability, and intelligent capacity management. Partners across engineering organizations to improve reliability, availability, scalability, MTTD, and MTTR while mentoring technical teams and driving enterprise-wide platform engineering strategy.
Summary Generated by Built In
Position Summary...As a Distinguished AI/ML Engineer within Walmart Global Tech's Site Reliability Engineering organization, you will lead the technical development of next-generation agentic AI systems and intelligent automation solutions that ensure mission-critical reliability, scalability, and operational excellence across Walmart's entire technology ecosystem. You will architect and implement cutting-edge machine learning platforms and autonomous agents that revolutionize how we monitor, predict, and automatically resolve issues across all of Walmart's systems, supporting millions of Associates and customers globally.
Walmart Global Tech's Site Reliability Engineering organization is built with hybrid systems and software engineers who take technical ownership for reliability, scalability, automation, and mission-critical issues related to uptime, availability and fast rate of improvement of Walmart's e-commerce, stores, and omni-channel platform. As a technical expert in this domain, you'll drive the transformation of traditional SRE practices into AI-powered, self-healing, and autonomous systems built on modern tech stacks with intelligent capacity management and predictive performance optimization.
You'll be responsible for designing and building Tier 0 high-availability, resilient agentic platforms that serve as the backbone for reliability engineering across all of Walmart's systems, stores and facilities across US and international markets while defining and implementing unified, intelligent, operationally robust technical solutions and tools for all Walmart Technology organizations across all channels and geographies.
About Team:
The Site Reliability Engineering organization at Walmart Global Tech is responsible for ensuring the reliability, availability, and performance of all systems that power the world's largest retailer. As a Fortune #1 company, our work impacts hundreds of millions of customers and associates globally through every transaction, every search, and every interaction across Walmart's digital and physical ecosystem.
We are the guardians of system reliability for Walmart's e-commerce platform, supply chain systems, in-store technology, financial services, and all critical business operations. Our SRE organization is at the forefront of applying cutting-edge AI/ML technologies to traditional reliability engineering challenges, building autonomous systems that can predict, prevent, and resolve issues before they impact customers or business operations.
The SRE team is one of the core engineering organizations within Walmart Global Tech, working closely with all product and engineering teams across the enterprise to ensure that every system meets the highest standards of reliability, scalability, and performance. We're invested in building a robust, intelligent, and highly automated infrastructure that supports Walmart's mission to help people live better through technology innovation and operational excellence.

What you'll do...AI/ML & Agentic Systems Technical Leadership:
  • Architect and develop advanced agentic AI systems that can autonomously handle complex reliability engineering workflows, predictive failure analysis, and self-optimization across all Walmart technology systems.
  • Design and implement multi-agent orchestration platforms that coordinate between different AI agents for automated incident response, capacity planning, and performance optimization across e-commerce, supply chain, and in-store systems.
  • Build intelligent observability and monitoring systems using ML-driven anomaly detection, predictive analytics, and autonomous incident resolution capabilities that span all of Walmart's technology ecosystem.
  • Develop self-healing infrastructure platforms that leverage AI to predict, prevent, and automatically resolve system issues before they impact customers, associates, or business operations across any Walmart system.
Site Reliability Engineering Technical Excellence:
  • Design, write and build advanced tools to improve reliability, latency, availability, and scalability of all Walmart Tech systems including: 1) Engineer reliability and availability starting with metrics and measurements across all domains, 2) Enable scaling by providing technical solutions, developing automation and/or optimizing processes for all engineering teams, 3) Build tools/automate to prevent re-occurrence of problems across all mission critical Walmart services, 4) Augment existing instrumentation to build a cohesive picture of system characteristics across the entire Walmart technology landscape with special attention to points of failure.
  • Architect and implement fault-tolerant systems and services across Walmart's hybrid cloud infrastructure with focus on autonomous recovery and intelligent failure prediction for e-commerce, supply chain, financial services, and in-store technology.
  • Collaborate with engineering teams and leadership across all Walmart technology organizations to establish technical strategies and solutions to improve mean time to detect (MTTD) and mean time to restore (MTTR) through intelligent automation and predictive capabilities.
  • Work with service owners across all domains (e-commerce, supply chain, stores, fintech, etc.) to define SLOs and build SLIs to ensure all critical systems are meeting SLAs while maintaining optimal performance and user experience.
  • Perform complex troubleshooting and analysis of large-scale distributed systems across Walmart's entire technology stack, using expertise in coding, algorithms, and distributed system design.
Strategic Technical Innovation:
  • Partner closely with all engineering organizations including E-commerce, Supply Chain, Store Technology, Fintech, and Data Platform teams to deliver autonomous reliability solutions through advanced machine learning, natural language processing, and computer vision technologies.
  • Drive the development of MLOps and AIOps platforms that enable continuous learning, model deployment, monitoring, and autonomous optimization of reliability engineering systems across all Walmart domains.
  • Innovate in agentic AI technologies for SRE including large language models (LLMs) for automated incident response, reinforcement learning agents for capacity optimization, multi-modal AI for infrastructure monitoring, and federated learning for cross-domain reliability insights.
  • Implement advanced CI/CD pipelines for reliability systems including automated deployment, validation, and rollback mechanisms for SRE tools and monitoring systems with built-in observability and performance monitoring.
  • Establish platform engineering excellence by building reusable SRE infrastructure, intelligent monitoring platforms, and developer productivity tools that serve all Walmart engineering teams.
  • Provide technical mentorship and guidance to engineering teams across all Walmart organizations on advanced SRE concepts, AI/ML for reliability, platform engineering best practices, and autonomous system design through code reviews, technical discussions, and knowledge sharing.
What you'll bring:Education & Experience:
  • Bachelor's/Master's degree in Engineering, Computer Science, or related field with 12+ years of hands-on experience in Site Reliability Engineering, AI/ML Engineering, or Platform Engineering.
  • Proven track record as a senior individual contributor in SRE, AI/ML, or Platform Engineering with experience influencing technical decisions and driving technical excellence across teams.
  • Deep experience working with mission-critical systems with KPI expertise in MTTD, MTTR, availability, model performance, and autonomous system reliability.
Must-Have Technical Experience:
  • Expert-level AI/ML engineering experience with deep expertise in machine learning algorithms, deep learning frameworks (TensorFlow, PyTorch), and production ML system deployment at scale.
  • Advanced experience with agentic AI systems including multi-agent frameworks, autonomous decision-making systems, LLM-based agents, and agent orchestration platforms.
  • Comprehensive Site Reliability Engineering expertise including hands-on experience with Service Management (Incident, Problem & Change Management), Performance and Capacity Engineering for AI/ML systems.
  • Expert-level cloud engineering experience (Azure, GCP, AWS) with deep knowledge of cloud-native AI/ML services, containerization (Kubernetes, Docker), and serverless architectures.
  • Deep observability and monitoring expertise with hands-on experience in:
    • Distributed tracing (Jaeger, Zipkin, OpenTelemetry) for AI/ML pipelines
    • Metrics collection and alerting (Prometheus, Grafana, DataDog) with ML-specific dashboards
    • Log aggregation and analysis (ELK stack, Splunk, Fluentd) for model and system monitoring
    • APM tools and performance monitoring for AI/ML workloads
    • AI-driven anomaly detection and predictive monitoring systems
Platform Engineering experience including:
  • Building developer platforms and internal tooling for AI/ML teams
  • Infrastructure as Code (Terraform, CloudFormation, Pulumi)
  • Service mesh architectures (Istio, Linkerd) for AI/ML services
  • API gateway and microservices platform development
  • Self-service ML deployment platforms and developer productivity tools
Industry & Domain Experience:
  • Experience in large-scale retail, e-commerce, or high-traffic consumer-facing systems with strict availability and performance requirements (strongly preferred).
  • Experience with mission-critical distributed systems serving millions of concurrent users across multiple domains (e-commerce, payments, inventory, supply chain, etc.).
  • Experience with enterprise-scale SRE implementations supporting diverse technology stacks and business-critical applications across multiple organizational domains.
  • Experience with complex multi-cloud and hybrid cloud environments supporting diverse workloads with varying reliability and performance requirements.
Technical Leadership & Collaboration Skills:
  • Technical thought leadership and influence in AI/ML architecture decisions, SRE methodologies, and platform engineering strategies across all Walmart technology domains.
  • Strong cross-functional collaboration experience working with diverse engineering teams across E-commerce, Supply Chain, Store Technology, Fintech, Security, and Platform Engineering to deliver enterprise-wide reliability solutions.
  • Excellent technical communication skills with ability to articulate complex SRE and AI/ML concepts to diverse engineering audiences and influence technical decisions across multiple organizations.
  • Mentorship and knowledge sharing experience, providing technical guidance on SRE best practices, AI/ML for reliability, and platform engineering through code reviews, technical discussions, and documentation.
  • High degree of technical ownership and accountability for complex, mission-critical reliability systems with ability to work independently on high-impact projects that span multiple engineering domains.
Preferred Technical Experience:
  • MLOps and model lifecycle management experience with tools like MLflow, Kubeflow, Seldon, or similar platforms for enterprise-scale reliability and monitoring deployments.
  • Natural Language Processing and Computer Vision expertise for building intelligent log analysis, automated incident response, visual infrastructure monitoring, and conversational AI for SRE operations.
  • Edge computing and distributed systems experience for deploying monitoring and reliability solutions across retail stores, distribution centers, and edge infrastructure.
  • Real-time streaming and event-driven architectures using Kafka, Pulsar, or similar technologies for processing high-volume operational data streams across all Walmart systems.
  • Advanced security practices for reliability systems including secure monitoring, data privacy in observability, and secure multi-tenant SRE platforms.
  • Chaos Engineering and fault injection experience across diverse system types including e-commerce, supply chain, financial services, and in-store technology.
  • Performance optimization for large-scale distributed systems including database optimization, network performance tuning, and infrastructure cost optimization.
  • Open source contribution experience in SRE, observability, and infrastructure automation tools and familiarity with industry best practices and emerging technologies.
At Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet. Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance. Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting. Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more. You will also receive PTO and/or PPTO that can be used for vacation, sick leave, holidays, or other purposes. The amount you receive depends on your job classification and length of employment. It will meet or exceed the requirements of paid sick leave laws, where applicable. For information about PTO, see https://one.walmart.com/notices. Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. Tuition, books, and fees are completely paid for by Walmart.
Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms.
For information about benefits and eligibility, see One.Walmart.
The annual salary range for this position is $169,000.00 - $338,000.00 Additional compensation includes annual or quarterly performance bonuses. Additional compensation for certain positions may also include :
- Stock

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Minimum Qualifications...

Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.

Option 1: Bachelor's degree in computer science, computer engineering, computer information systems, software engineering, or related area and 6 years’ experience in software engineering or related area.
Option 2: 8 years’ experience in software engineering or related area.

Preferred Qualifications...

Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.

Master’s degree in computer science, computer engineering, computer information systems, software engineering, or related area and 4 years' experience in software engineering or related area, We value candidates with a background in creating inclusive digital experiences, demonstrating knowledge in implementing Web Content Accessibility Guidelines (WCAG) 2.2 AA standards, assistive technologies, and integrating digital accessibility seamlessly. The ideal candidate would have knowledge of accessibility best practices and join us as we continue to create accessible products and services following Walmart’s accessibility standards and guidelines for supporting an inclusive culture.

Primary Location...

1345 Crossman Ave, Sunnyvale, CA 94089-1114, United States of AmericaWalmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job. This policy applies to all employees and aims to create a safe and productive work environment.

Skills Required

  • Bachelor's degree in computer science, computer engineering, computer information systems, software engineering, or a related area, plus 6 years of software engineering or related experience
  • 8 years of experience in software engineering or a related area
  • 12+ years of hands-on experience in Site Reliability Engineering, AI/ML Engineering, or Platform Engineering
  • Senior individual contributor experience in SRE, AI/ML, or Platform Engineering, including technical influence and decision-making across teams
  • Expert-level machine learning engineering experience, including machine learning algorithms, TensorFlow, PyTorch, and production ML deployment at scale
  • Advanced experience with agentic AI systems, multi-agent frameworks, autonomous decision-making, LLM-based agents, and agent orchestration platforms
  • Comprehensive Site Reliability Engineering experience, including incident, problem, and change management and AI/ML performance and capacity engineering
  • Expert-level cloud engineering experience with AWS, Azure, or GCP; cloud-native AI/ML services; Kubernetes; Docker; and serverless architectures
  • Deep observability and monitoring experience with distributed tracing, metrics, alerting, log aggregation, APM, anomaly detection, and predictive monitoring
  • Platform engineering experience building developer platforms, internal AI/ML tooling, infrastructure as code, service meshes, API gateways, microservices platforms, and self-service ML deployment platforms
  • Experience with mission-critical distributed systems, enterprise-scale SRE implementations, and complex multi-cloud or hybrid-cloud environments
  • Experience in large-scale retail, e-commerce, or high-traffic consumer-facing systems with strict availability and performance requirements
  • MLOps and model lifecycle management experience with MLflow, Kubeflow, Seldon, or similar platforms
  • Natural language processing and computer vision experience for log analysis, incident response, infrastructure monitoring, or conversational AI
  • Experience with edge computing, real-time streaming, event-driven architectures, advanced security practices, chaos engineering, fault injection, or performance optimization
  • Master's degree in computer science, computer engineering, computer information systems, software engineering, or a related area
  • Knowledge of WCAG 2.2 AA standards, assistive technologies, and digital accessibility best practices

Walmart Global Tech Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Walmart Global Tech and has not been reviewed or approved by Walmart Global Tech.

  • Strong & Reliable Incentives — Compensation packages typically include base pay, performance bonuses, and stock awards, with access to an employee stock purchase plan. Feedback suggests annual bonus structures and stock grants are a consistent part of total compensation in many roles.
  • Retirement Support — Retirement offerings include a company 401(k) match and stock purchase options that support long‑term savings. Feedback suggests these programs are a notable strength within the overall package.
  • Parental & Family Support — Family benefits feature paid parental leave and adoption assistance, alongside tax‑advantaged accounts for healthcare spending. Feedback suggests these supports contribute meaningfully to perceived total rewards value.

Walmart Global Tech Insights

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The Company
HQ: Bentonville, AR
578,950 Employees

What We Do

Walmart has a long history of transforming retail and using technology to deliver innovations that improve how the world shops and empower our 2.2 million associates. It began with Sam Walton and continues today with Global Tech associates working together to power Walmart and lead the next retail disruption. We’re a high-performing, primarily virtual workforce that is human-led and tech-empowered. Our world-class software engineers, data scientists and engineers, cybersecurity professionals, product managers and business service professionals work with top talent on cutting-edge technologies that create unique and innovative experiences for our associates, customers and members across Walmart, Sam’s Club and Walmart International. At Walmart Global Tech, one line of code or bold idea can make life easier for hundreds of millions of people – talk about epic impact at a global scale.

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