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L4 Support Engineer – AI-Enabled Escalations – Infinia

Overview

This is an incredible opportunity to be part of a company that has been at the forefront of AI and high-performance data storage innovation for over two decades. DataDirect Networks (DDN) is a global market leader renowned for powering many of the world's most demanding AI data centers, in industries ranging from life sciences and healthcare to financial services, autonomous cars, Government, academia, research and manufacturing.

  

"DDN's A3I solutions are transforming the landscape of AI infrastructure." – IDC 

 

“The real differentiator is DDN. I never hesitate to recommend DDN. DDN is the de facto name for AI Storage in high performance environments” - Marc Hamilton, VP, Solutions Architecture & Engineering | NVIDIA 

  

DDN is the global leader in AI and multi-cloud data management at scale. Our cutting-edge data intelligence platform is designed to accelerate AI workloads, enabling organizations to extract maximum value from their data. With a proven track record of performance, reliability, and scalability, DDN empowers businesses to tackle the most challenging AI and data-intensive workloads with confidence. 

  

Our success is driven by our unwavering commitment to innovation, customer-centricity, and a team of passionate professionals who bring their expertise and dedication to every project. This is a chance to make a significant impact at a company that is shaping the future of AI and data management. 

  

Our commitment to innovation, customer success, and market leadership makes this an exciting and rewarding role for a driven professional looking to make a lasting impact in the world of AI and data storage. 

Job Description

As a Level 4 Support Engineer for DDN Infinia, you’ll be the final escalation point for the most complex and critical issues affecting enterprise and hyperscale environments. This hands-on role is ideal for a deep technical expert who thrives under pressure and has a passion for solving distributed system challenges at scale.

 

You’ll collaborate with Engineering, Product Management, and Field teams to drive root cause resolutions, define architectural best practices, and continuously improve product resiliency. Leveraging AI tools and automation, you’ll reduce time-to-resolution, streamline diagnostics, and elevate the support experience for strategic customers.

Key Responsibilities

Technical Expertise & Escalation Leadership

  • Own critical customer case escalations end-to-end, including deep root cause analysis and mitigation strategies.
  • Act as the highest technical escalation point for Infinia support incidents — especially in production-impacting scenarios.
  • Lead war rooms, live incident bridges, and cross-functional response efforts with Engineering, QA, and Field teams.
  • Utilize AI-powered debugging, log analysis, and system pattern recognition tools to accelerate resolution.

Product Knowledge & Value Creation

  • Become a subject-matter expert on Infinia internals: metadata handling, storage fabric interfaces, performance tuning, AI integration, etc.
  • Reproduce complex customer issues and propose product improvements or workarounds.
  • Author and maintain detailed runbooks, performance tuning guides, and RCA documentation.
  • Feed real-world support insights back into the development cycle to improve reliability and diagnostics.

Customer Engagement & Business Enablement

  • Partner with Field CTOs, Solutions Architects, and Sales Engineers to ensure customer success.
  • Translate technical issues into executive-ready summaries and business impact statements.
  • Participate in post-mortems and executive briefings for strategic accounts.
  • Drive adoption of observability, automation, and self-healing support mechanisms using AI/ML tools.

Required Qualifications

  • 8+ years in enterprise storage, distributed systems, or cloud infrastructure support/engineering.
  • Deep understanding of file systems (POSIX, NFS, S3), storage performance, and Linux kernel internals.
  • Proven debugging skills at system/protocol/app levels (e.g., strace, tcpdump, perf).
  • Hands-on experience with AI/ML data pipelines, container orchestration (Kubernetes), and GPU-based architectures.
  • Exposure to RDMA, NVMe-oF, or high-performance networking stacks.
  • Exceptional communication and executive reporting skills.
  • Experience using AI tools (e.g., log pattern analysis, LLM-based summarization, automated RCA tooling) to accelerate diagnostics and reduce MTTR.

Preferred Qualifications

  • Experience with DDN, VAST, Weka, or similar scale-out file systems.
  • Strong scripting/coding ability in Python, Bash, or Go.
  • Familiarity with observability platforms: Prometheus, Grafana, ELK, OpenTelemetry.
  • Knowledge of replication, consistency models, and data integrity mechanisms.
  • Exposure to Sovereign AI, LLM model training environments, or autonomous system data architectures.

This position requires participation in an on-call rotation to provide after-hours support as needed.

Success Metrics – First 30 Days

  • Technical Ramp-Up
    • Complete Infinia training, labs, and architecture deep dives.
    • Stand up a fully functioning Infinia test system.
    • Shadow at least 5 complex escalations and participate in 2 customer calls.
  • Operational Integration
    • Lead one live incident response and deliver a full RCA within 48 hours.
    • Propose 3+ enhancements to internal tools, AI/automation usage, or documentation.
    • Establish key partnerships with Engineering and Field teams.
  • Strategic Insight
    • Deliver a written 30-day reflection with gaps and high-impact recommendations.
    • Begin identifying patterns where AI or automation can reduce MTTR or improve proactive detection.

Success Metrics – Beyond 30 Days

  • MTTR on high-severity cases consistently below internal SLAs.
  • Volume and quality of resolved L4 escalations.
  • Strategic tooling or automation contributions adopted across the support org.
  • Executive-ready RCAs that inform product improvement.
  • High-impact engagements with strategic accounts (prevention, performance tuning, etc.).

 

DDN

Join our dynamic and driven team, where engineering excellence is at the heart of everything we do. We seek individuals who love to challenge themselves and are fueled by curiosity. Here, you'll have the opportunity to work across various areas of the company, thanks to our flat organizational structure that encourages hands-on involvement and direct contributions to our mission. Leadership is earned by those who take initiative and consistently deliver outstanding results, both in their work ethic and deliverables, making strong prioritization skills essential. Additionally, we value strong communication skills in all our engineers and researchers, as they are crucial for the success of our teams and the company as a whole.

 

Interview Process: After submitting your application, one of our recruiters will review your resume. If your application passes this stage, you will be invited to a 30-minute interview during which a member of our team will ask some basic questions. If you clear the interview, you will enter the main process, which can consist of up to four interviews in total:

 

  • Coding assessment: Often in a language of your choice.
  • Systems design: Translate high-level requirements into a scalable, fault-tolerant service (depending on role).
  • Real-time problem-solving: Demonstrate practical skills in a live problem-solving session.
  • Meet and greet with the wider team.
  • Our goal is to finish the main process in 2-3 weeks at most.

 

DataDirect Networks (DDN) is an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity, gender expression, transgender, sex stereotyping, sexual orientation, national origin, disability, protected Veteran Status, or any other characteristic protected by applicable federal, state, or local law.

 

#LI-Remote

Average salary estimate

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$120000K
$160000K

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What You Should Know About L4 Support Engineer – AI-Enabled Escalations – Infinia, DDN

Are you ready to take your technical expertise to the next level? Join DataDirect Networks (DDN) as a Level 4 Support Engineer specializing in AI-Enabled Escalations! In this exciting remote role, you'll find yourself at the forefront of AI and data storage innovation, addressing the most critical issues impacting enterprise and hyperscale environments. Your collaboration with teams from Engineering, Product Management, and Field Support is key to driving root cause analysis and effective solutions for complex issues. Your passion for problem-solving will shine as you lead efforts in war rooms, tackle challenging escalations, and improve our customer's support experience using the latest AI tools. Your deep knowledge of distributed systems and cloud infrastructure will enable you to act as the highest technical escalation point, ensuring our customers receive timely and effective support. With DDN's commitment to innovation and customer success, you're not just solving problems; you're shaping the future of AI infrastructure. If you're excited about leveraging cutting-edge technology and driving impactful change, this role at DDN offers the perfect opportunity for you to make a difference!

Frequently Asked Questions (FAQs) for L4 Support Engineer – AI-Enabled Escalations – Infinia Role at DDN
What are the key responsibilities of the L4 Support Engineer at DataDirect Networks?

As an L4 Support Engineer at DataDirect Networks, your primary responsibilities will include owning critical customer escalations end-to-end, leading incident response efforts, collaborating with cross-functional teams, and improving product reliability through deep root cause analysis. You will also be expected to document your findings and contribute to product enhancements, ensuring our customers' needs are thoroughly addressed.

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What qualifications are required for the L4 Support Engineer position at DDN?

To qualify for the L4 Support Engineer position at DataDirect Networks, candidates should have at least 8 years of experience in enterprise storage, distributed systems, or cloud infrastructure support with a strong understanding of file systems and Linux internals. Proven debugging abilities, experience with AI/ML data pipelines, and exceptional communication skills are essential. Familiarity with AI tools to streamline diagnostics is highly valued.

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How does DataDirect Networks support the career growth of L4 Support Engineers?

At DataDirect Networks, career growth for L4 Support Engineers is a priority. The role encourages ongoing learning and technical ramp-up through structured training programs related to Infinia architecture, as well as hands-on experience with complex escalations. Engineers are also encouraged to propose enhancements to internal tools and processes, fostering an environment of innovation and continuous improvement.

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What is the work environment like for an L4 Support Engineer at DDN?

The work environment for an L4 Support Engineer at DataDirect Networks is dynamic and collaborative. The culture emphasizes engineering excellence and values the input of all team members, providing a flat organizational structure. You'll work remotely but have the chance to interact with various teams across the organization, encouraging collaborative problem-solving and innovation.

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What is the interview process like for the L4 Support Engineer role at DataDirect Networks?

The interview process for the L4 Support Engineer at DataDirect Networks involves an initial review of your application followed by a 30-minute preliminary interview. Qualified candidates may then undergo additional assessments, including coding tests, systems design interviews, live problem-solving scenarios, and meetings with the wider team, all aimed at evaluating technical skills and cultural fit.

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Common Interview Questions for L4 Support Engineer – AI-Enabled Escalations – Infinia
Can you describe a challenging technical problem you resolved as a Level 4 Support Engineer?

In answering this question, focus on outlining the problem’s complexity and the step-by-step process you employed to resolve it. Highlight your technical skills, collaborative efforts with engineering teams, and any innovative approaches used, showcasing how your actions led to effective solutions.

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How do you ensure effective communication during high-severity incidents?

To ensure effective communication during high-severity incidents, establish clear protocols for updates, assign roles within the incident response team, and provide regular status updates to stakeholders. Highlight your ability to translate technical jargon into executive summaries for diverse audiences.

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What tools have you used for debugging and troubleshooting complex support issues?

Describe specific tools you have used, such as strace, tcpdump, or any AI-based diagnostic tools, emphasizing how you applied them to troubleshoot issues successfully. Share an example that shows your proficiency in utilizing these tools to enhance problem resolution timelines.

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What strategies do you employ to manage high-stress situations effectively?

Managing high-stress situations requires a calm and structured approach. Discuss techniques such as prioritizing tasks based on urgency, maintaining clear communication with your team, and leveraging AI tools to enhance efficiency. Illustrate your resilience through an example of a time you successfully navigated a high-pressure situation.

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How have you contributed to improving a product or process in your previous roles?

Share an example where your insights from hands-on support led to significant product or process enhancements. Focus on how your understanding of customer needs and operational challenges contributed to actionable insights and improvements adopted by your teams.

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What experience do you have with AI tools in a support engineering role?

Discuss your familiarity with AI tools like log analysis and automated RCA tooling. Highlight how you've implemented these technologies to accelerate diagnostics and improve mean time to resolution (MTTR) in your previous roles, underlining the positive impact they had on customer satisfaction.

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How do you approach learning new technologies relevant to your role?

Outline your proactive strategy for staying updated with new technologies. Discuss resources you utilize such as online courses, webinars, and hands-on labs, and explain how you translate that knowledge into practical applications within your work environment.

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What steps do you follow when conducting a root cause analysis?

Detail your methodical approach to conducting root cause analyses, including defining the problem, gathering data, identifying patterns, and proposing solutions. Emphasize the importance of collaboration with diverse teams to ensure comprehensive insights.

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Describe your experience with distributed systems and how it relates to the role of L4 Support Engineer.

Provide insights into your hands-on experience with distributed systems, mentioning specific technologies or architectures you have worked with. Discuss how this knowledge will allow you to anticipate and resolve complex issues as an L4 Support Engineer at DDN.

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Why do you want to work for DataDirect Networks?

Express your enthusiasm for DDN's innovative approach to AI and data management, its commitment to customer success, and the opportunity to be part of a team that is shaping the future of technology. Highlight aspects that resonate with you personally and professionally, reinforcing how you align with DDN's values.

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DDN is the world’s leading data intelligence platform that reliably accelerates massive data sets across AI and HPC workloads from edge to core to cloud. Over the last two decades, DDN has established itself as the data intelligence and manageme...

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Full-time, remote
DATE POSTED
March 29, 2025

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