Software Engineer (Site Reliability Engineer) at Anyscale

Bengaluru, Karnataka, India

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI, Machine Learning, TechnologyIndustries

Requirements

At least 3 years of relevant work experience in a similar role

Responsibilities

Develop a unified perspective on how cloud components are utilized across the company, taking into account diverse needs and requirements
Ensure that deployment methodologies align with the company's reliability goals
Build systems that promote understanding of production environments, facilitating quick identification of issues through robust observability infrastructure for metrics, logging, and tracing
Create monitoring and alerting systems at different levels, enabling teams to easily contribute and enhance the overall monitoring capabilities
Establish testing infrastructure to support the team in writing and executing tests effectively
Develop tools for measuring service level objectives (SLOs) and define organization-wide SLOs
Implement best practices and on-call systems, ensuring efficient incident management and up-leveling the incident management system at Anyscale
Coordinate the creation and deployment of cloud-based services, including tracking deployments and establishing effective communication channels for issue resolution
Apply sound engineering principles, operational discipline, and mature automation to environments and the Anyscale codebase as the company scales
Manage processes for provisioning, negotiating prices, managing costs, and identifying opportunities for teams to reduce wastage by finding applications across the company

Skills

Key technologies and capabilities for this role

SREObservabilityMetricsLoggingTracingMonitoringAlertingAutomationCloud ProvisioningCost ManagementDistributed SystemsRay

Questions & Answers

Common questions about this position

What compensation is offered for this Software Engineer (Site Reliability Engineer) role?

Anyscale takes a market-based approach to compensation, is data-driven, transparent, and consistent, with target salary potentially adjusted as market data changes. The role is eligible for equity through stock options.

What benefits are provided for this position?

Benefits include healthcare plans with premiums covered by Anyscale at 99%, 401k retirement plan, and a wellness stipend.

Is this role remote or does it require office work?

This information is not specified in the job description.

What experience or skills are required for this Site Reliability Engineer role?

At least 3 years of relevant work experience in a similar role is required.

What is the company culture like at Anyscale?

Anyscale values diversity and inclusion, encouraging applications from individuals of all backgrounds.

Anyscale

Platform for scaling AI workloads

About Anyscale

Anyscale provides a platform designed to scale and productionize artificial intelligence (AI) and machine learning (ML) workloads. Its main product, Ray, is an open-source framework that helps developers manage and scale AI applications across various fields, including Generative AI, Large Language Models (LLMs), and computer vision. Ray allows companies to enhance the performance, fault tolerance, and scalability of their AI systems, with some users reporting over 90% improvements in efficiency, latency, and cost-effectiveness. Anyscale primarily serves clients in the AI and ML sectors, including major companies like OpenAI and Ant Group, who rely on Ray for training large models. The company operates on a software-as-a-service (SaaS) model, charging clients a subscription fee for access to the Ray platform. Anyscale's goal is to empower organizations to effectively scale their AI workloads and optimize their operations.

San Francisco, CaliforniaHeadquarters

2019Year Founded

$252.5MTotal Funding

SERIES_CCompany Stage

Enterprise Software, AI & Machine LearningIndustries

201-500Employees

Benefits

Medical, Dental, and Vision insurance

401K retirement savings

Flexible time off

FSA and Commuter benefits

Parental and family leave

Office & phone plan reimbursement

Risks

ShadowRay vulnerability in Ray framework poses significant security risk with no patch.

OctoML's OctoAI service increases competition in AI infrastructure market.

Dependency on Nvidia's technology could be risky if Nvidia faces issues.

Differentiation

Anyscale's Ray framework scales AI applications from laptops to cloud seamlessly.

Ray is widely used in Generative AI, LLMs, and computer vision fields.

Anyscale's SaaS model provides recurring revenue through subscription fees for Ray platform.

Upsides

Anyscale's $100M Series C funding indicates strong investor confidence and growth potential.

Partnership with Nvidia enhances performance and cost-efficiency for AI deployments.

Anyscale Endpoints offers 10X cost-efficiency for popular open-source LLMs.

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