N-iX Logo

N-iX

SRE & DevOps Engineer (Ray.io)

Reposted 20 Days Ago
Be an Early Applicant
India
Senior level
India
Senior level
You will build and support ML infrastructure, automate deployment, troubleshoot issues, and collaborate with teams to enhance operational excellence.
The summary above was generated by AI

N-iX is a global software development service company that helps businesses across the world develop successful software products. Founded in 2002, N-iX has come a long way, expanding its presence across Europe, the US, and Latin America. Today, we are a strong community of 2,000+ professionals and a reliable partner for global industry leaders and Fortune 500 companies. 

Our client is a global commerce leader where you can influence how the world buys, sells, and gives. You’ll be part of a work culture that’s been genuinely committed to diversity and inclusion since its founding over twenty five years ago. Here, you can be yourself, do your
best work along with a team of professionals, and have a meaningful impact on people across the globe. We seek people with drive, ideas, and a passion for helping small businesses succeed to help.

About the team:  You will join the AI Platform Team, providing highly available, scalable, and automated machine learning infrastructure for researchers and data scientists globally. We are looking for a motivated, self-reliant SRE / DevOps engineer with Python and C++ experience to drive operational excellence, automation, and platform reliability, with a focus on Ray.io.

About the role: This role focuses on maintaining, deploying, and improving AI/ML platform services using Ray.io, with strong emphasis on DevOps, SRE practices, and automation. You will collaborate closely with developers, researchers, and infrastructure teams to ensure robust, scalable, and highly available distributed ML systems.

Responsibilities:

DevOps tasks (~60%)

  • Design, implement, and maintain CI/CD pipelines for AI/ML platform services. 
  • Manage and troubleshoot Kubernetes clusters, Docker containers, and cloud infrastructure.
  • Ensure high availability (99.999%), system reliability, and security across platforms.
  • Automate operational tasks, monitoring, and deployment workflows.
  • Deploy and maintain Ray.io clusters, ensuring workload scheduling and distributed job reliability.
  • Monitor production systems via Ray Dashboard, CLI tools, and integrate alerting/metrics.
  • Analyze and resolve production issues, performance bottlenecks, and functional problems.
  • Define operational standards, versioning practices, and advise teams on DevOps best practices.
  • Prepare documentation, training materials, and provide technical support to platform users.

Development tasks (~40%):

  • Design, build, and refactor Python and C++ services for Ray.io workflows.
  • Work with Ray ecosystem libraries such as Ray Train, Ray Tune, Ray Serve, Ray Data.
  • Integrate Ray with tools such as Airflow, MLflow, Dask, DeepSpeed (plus).
  • Work with ML frameworks such as PyTorch, TensorFlow, and Triton.
  • Collaborate with developers to integrate distributed ML pipelines into automated CI/CD workflows.

Requirements:

  • Strong Python and C++ development experience (2–4 years).
  • Hands-on experience with Ray.io: cluster deployment, workload management, distributed task scheduling.
  • Familiarity with Ray ecosystem libraries (Train, Tune, Serve, Data) and integration with ML tooling.
  • Solid understanding of Kubernetes, Docker, Linux fundamentals, and DevOps practices.
  • Experience with CI/CD pipelines (Jenkins or similar), test automation, and monitoring.
  • Strong debugging and triaging skills for distributed systems.
  • Excellent communication and collaboration skills with cross-functional teams.
  • Strong organizational skills to manage multiple projects in a fast-paced environment.
  • Fluent in English (spoken and written).
  • Overall 3-5 years of relevant DevOps / SRE experience.

We offer*:

  • Flexible working format - remote, office-based or flexible
  • A competitive salary and good compensation package
  • Personalized career growth
  • Professional development tools (mentorship program, tech talks and trainings, centers of excellence, and more)
  • Active tech communities with regular knowledge sharing
  • Education reimbursement
  • Memorable anniversary presents
  • Corporate events and team buildings
  • Other location-specific benefits

*not applicable for freelancers

Top Skills

Docker
Jenkins
Kubernetes
PyTorch
Ray.Io
TensorFlow

Similar Jobs

58 Minutes Ago
Easy Apply
In-Office
Bangalore, Bengaluru, Karnataka, IND
Easy Apply
Mid level
Mid level
Artificial Intelligence • Fintech • Hardware • Information Technology • Sales • Software • Transportation
As a Software Engineer, you will build scalable infrastructure and APIs for Compliance, Fleet, and Driver management solutions, enhancing productivity and safety for the trucking industry.
Top Skills: AWSAzureCassandraDynamoDBGCPGoJavaJavaScriptNode.jsPostgresRedisRuby On Rails
An Hour Ago
Hybrid
Mumbai, Maharashtra, IND
Senior level
Senior level
Financial Services
As a Business Management Associate, you'll drive strategic initiatives, manage communications and data integrity, and improve business processes within Global Trade Client Service.
Top Skills: ExcelPowerPoint
An Hour Ago
Hybrid
Bengaluru, Karnataka, IND
Mid level
Mid level
Financial Services
As a Software Engineer III, design and deliver technology products, implement solutions, and improve software applications. Requires 3+ years experience in software engineering.
Top Skills: AWSJavaTerraform

What you need to know about the Pune Tech Scene

Once a far-out concept, AI is now a tangible force reshaping industries and economies worldwide. While its adoption will automate some roles, AI has created more jobs than it has displaced, with an expected 97 million new roles to be created in the coming years. This is especially true in cities like Pune, which is emerging as a hub for companies eager to leverage this technology to develop solutions that simplify and improve lives in sectors such as education, healthcare, finance, e-commerce and more.

Sign up now Access later

Create Free Account

Please log in or sign up to report this job.

Create Free Account