Full-Time

Senior Director AI Platforms

AI Platforms

Trace3

Trace3

1,001-5,000 employees

IT consulting and infrastructure integration

Compensation Overview

$218k - $225k/yr

+ Bonus + Commission

United States

In Person

Willing to travel up to 50% to locations around the United States.

Bachelor's, Master's, PhD

Category
Engineering Management (1)
Required Skills
Kubernetes
MLOps
Observability
Data Governance
Linux/Unix

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Requirements
  • Bachelor's degree in Computer Science, Electrical Engineering, or a related technical field; advanced degree preferred.
  • 12+ years of progressive experience in enterprise infrastructure, with at least 5+ years hands-on designing and implementing AI, ML, or HPC environments at production scale.
  • Demonstrated delivery experience on multi-rack, GPU-dense factory deployments using at least two of the following platform families: NVIDIA DGX or HGX, Cisco AI infrastructure, Dell PowerEdge XE, Super Micro, Lenovo ThinkSystem, HPE ProLiant Compute DL or Cray.
  • Deep technical fluency across GPU compute, high-performance networking (InfiniBand, RoCE, NVIDIA Spectrum-X), parallel and scale-out file systems (VAST, WEKA, DDN, Pure, NetApp ONTAP AI), and AI-optimized cooling and power design.
  • Working command of the orchestration and operations stack including Kubernetes, Slurm, Run:ai, NVIDIA Base Command, Mission Control, and mainstream observability and MLOps tooling.
  • Familiarity with AI-specific security considerations including model protection, data governance, inference security, and alignment with emerging regulatory frameworks.
  • 5+ years of people leadership experience with direct accountability for building and growing technical presales or architecture teams.
  • Executive presence with proven ability to engage CxO-level stakeholders at customers and OEM partners.
  • Strong track record in a VAR, OEM, hyperscaler, or large enterprise setting with multi-million dollar annual opportunity ownership.
  • Excellent written and verbal communication skills, including the ability to simplify complex AI infrastructure concepts for non-technical audiences.
  • Willingness to travel up to 50% to various locations around the United States as business needs require; valid driver’s license required.
Responsibilities
  • Build, hire, coach, and retain a team of presales solutions architects covering AI infrastructure and HPC, orchestration and observability, and AI-specific cybersecurity.
  • Own team capacity planning, deal support coverage, and utilization targets against pipeline volume and velocity.
  • Establish role definitions, technical career paths, certification roadmaps, and performance standards aligned with broader OCTO presales norms.
  • Partner with Data & Analytics, Security Solutions, Digital, and Innovation teams to present a single technical front to customers on AI opportunities.
  • Serve as the primary technical architect for Trace3's largest and most complex AI infrastructure opportunities, including greenfield AI factory builds, training and inference cluster designs, and edge AI deployments.
  • Architect end-to-end designs covering GPU compute, CPU head nodes, scale-out and parallel storage, east-west and north-south networking, power, cooling, and facility integration.
  • Define reference architectures, bill-of-materials templates, and repeatable deal patterns that accelerate presales velocity and improve design quality.
  • Lead architectural validation, risk assessment, and commercial shaping for strategic pursuits.
  • Own the technical roadmap, funding case, and day-to-day operation of Trace3's AI Labs environments.
  • Define benchmarking methodologies, customer demo experiences, proof-of-concept frameworks, and vendor integration projects run through the Labs.
  • Curate a rotating hardware estate across priority OEM platforms including NVIDIA DGX and HGX, Cisco AI infrastructure, Dell PowerEdge XE, Super Micro, Lenovo ThinkSystem, and HPE ProLiant Compute DL and Cray.
  • Partner with marketing, field enablement, and OEM alliance teams to monetize Labs access through customer workshops, executive briefings, and OEM co-sell motions.
  • Serve as the senior Trace3 technical point of contact for NVIDIA (including NVIDIA AI Enterprise, NCP, and Partner Program activities), Cisco, Dell Technologies, Super Micro, Lenovo, and HPE.
  • Align Trace3's AI Platforms portfolio with OEM roadmaps, partner programs, and incentive structures.
  • Engage vendor engineering, product management, and field alliance teams to influence product direction and secure early access for priority customers.
  • Build strategic relationships with adjacent vendors in storage (VAST, WEKA, DDN, Pure, NetApp), networking fabrics, orchestration (Run:ai, Anyscale, Kubernetes ecosystem), observability, and AI security.
  • Lead complex technical discovery sessions, solutioning workshops, and executive briefings for strategic accounts across regions and verticals.
  • Own deep technical validation, sizing, and configuration across AI training, fine-tuning, inference, and RAG workloads.
  • Review and approve major proposals and statements of work for technical soundness, deliverability, and commercial risk.
  • Represent Trace3 at OEM events, industry conferences, and customer advisory boards.
  • Shape Trace3's public point of view on AI factory design, AI readiness, and infrastructure modernization through whitepapers, reference designs, podcasts, and speaking engagements.
  • Track AI infrastructure trends including emerging accelerators, disaggregated memory, liquid and rear-door cooling, rack-scale designs, and sovereign AI.
  • Contribute to Trace3's broader AI Strategy and services planning by advising on infrastructure implications of services, managed services, and consulting motions.
  • Partner with Services Delivery to ensure every presales design transitions cleanly into deployable, supportable engagements.
  • Partner with Sales Leadership to align presales coverage to priority accounts and opportunities.
  • Represent AI Platforms in the Apollo Value Creation Plan AI Strategy workstream, contributing to cross-workstream alignment across commercial, services, and digital consulting motions.
Desired Qualifications
  • Advanced degree preferred

Trace3 is a technology consulting and integration partner that helps enterprises manage and optimize IT infrastructure. It focuses on IT security, hybrid cloud strategy, and product release planning, offering professional integration services such as staging, imaging, asset tagging, and global logistics to streamline asset monitoring and inventory control. The company earns revenue from service-based engagements, including managing complex data center projects, staged rollouts, and secure inventory management in Tier 1 facilities. Its team also shares knowledge through a weblog covering cloud computing, cybersecurity, and data management. Overall, Trace3 aims to help businesses navigate IT challenges and improve productivity and competitive advantage by fine-tuning technology infrastructure and asset management.

Company Size

1,001-5,000

Company Stage

Acquired

Total Funding

N/A

Headquarters

Irvine, California

Founded

2002

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Simplify Jobs

Simplify's Take

What believers are saying

  • November 3, 2025, Apollo completed Trace3's acquisition, adding capital for AI and cybersecurity.
  • June 23, 2026, Trace3 debuted on the MSP 501 list.
  • May 28, 2026, Trace3 expanded executive leadership with people and transformation hires.

What critics are saying

  • Apollo financed Trace3 with roughly $950 million of debt at 5.3x-5.5x EBITDA.
  • Trace3's workforce fell 10.1% from 2023 to March 2026, signaling operating pressure.
  • A refinancing miss forces asset sales and threatens Trace3's independence.

What makes Trace3 unique

  • Trace3 is Cisco Preferred across six portfolios, spanning cloud, services, security, and Splunk.
  • May 20, 2026, Trace3, Cisco, and NVIDIA launched the Secure AI Factory.
  • Services-first consulting tied to integration and managed services differentiates Trace3 from product resellers.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

Health Savings Account/Flexible Spending Account

401(k) Retirement Plan

401(k) Company Match

Competitive Compensation

Training and development programs

Work-life balance and generous paid time off

Collaborative and cool culture

Stocked kitchen with snacks and beverages

Growth & Insights and Company News

Headcount

6 month growth

-1%

1 year growth

0%

2 year growth

7%
ProsperOps
Dec 10th, 2025
Microsoft Ignite 2025 Recap: What You Missed

Microsoft Ignite 2025 recap: what you missed. Microsoft Ignite returned this year with even more attendees than the previous year, and ProsperOps was right in the middle of it all. From November 18 - 21, the Moscone Convention Center in downtown San Francisco transformed into a buzzing hub of innovation. For ProsperOps, Ignite was jam-packed with events and fruitful FinOps conversations. With organizations doubling down on cloud efficiency, its team had the opportunity to connect with customers, prospects, and FinOps leaders from different industries. This year also marked an exciting milestone for ProsperOps. Following the GA of Autonomous Discount Management for Azure in September, ProsperOps, Inc. broadened its support to include Azure SQL, MySQL, and PostgreSQL just in time for Ignite, establishing ProsperOps as a multi-cloud, multi-service FinOps automation platform. This expansion proved compelling to organizations seeking an intelligent cloud savings solution. Starting strong with the FinOps Community Happy Hour. Before Ignite officially kicked off, ProsperOps, Inc. joined forces with Trace3 to host a lively FinOps Community Happy Hour at Tropisueño. Attendees enjoyed delicious appetizers, tacos, and drinks, fueling energetic discussions about real-world FinOps challenges and successes. Customers and prospects brought thoughtful perspectives from their own FinOps journeys, and the room quickly filled with shared ideas. It was the perfect warm-up before the conference marathon began. Cloud Savings and magic at Booth #6051. Once the expo doors opened, Booth #6051 stayed buzzing from morning to evening. Attendees stopped by to grab its detailed solution briefs, chat with its team, and watch the platform demo looping on the big screen. John Born, its mentalist and master of mind-bending illusions, drew crowds all week with his Rubik's Cube wizardry. (To date, no one has figured out how he does it. ProsperOps, Inc. has tried! Repeatedly.) His snake eyes trick consistently left people surprised. And of course, no ProsperOps booth is complete without its beloved swag: the famous ProsperOps socks, celebrated for their unmatched softness, and the ProsperOps plushie, a fan favorite among attendees (and service dogs). There really was something for everyone. Azure cost optimization lightning talk with Joe Benincasa. On day one of the conference, its Director of Product Management, Joe Benincasa, took the Expo Hall stage for a lightning talk on Azure cost optimization. A large crowd gathered to hear him unpack how organizations can maximize savings using Azure Reservations and Savings Plans for Compute and how ProsperOps takes the heavy lifting out of managing them. Joe walked through real-world examples, practical strategies, Effective Savings Rate benchmarking outcomes, and automation opportunities, giving attendees actionable insights. An intimate evening for FinOps leaders. 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This partnership brings integration between Microsoft Copilot and next-generation Azure VMs powered by Nvidia's GPUs. With this infrastructure, companies will be able to seamlessly develop, deploy, and manage AI-enabled applications. 2. Microsoft Agent 365: A control plane for enterprise AI agents. Microsoft unveiled Agent 365, a centralized platform for managing AI agents with identity, governance, and permissions supported by Entra ID, Purview, and Defender. This helps enterprises scale AI safely. 3. The IQ Stack: smarter, context-aware agents. Microsoft introduced the IQ Stack, which gives agents organizational awareness, allowing them to reason over internal data, workflows, roles, and interactions for more sophisticated task execution. 4. New domain-specific agents across the business. Specialized agents were launched for Sales, HR, Workforce Insights, and Learning. These aren't just assistants; they are fully operational digital workers designed to take on substantial, multi-step responsibilities. 5. Upgrades to Microsoft 365 Copilot & cross-app workflow automation. Copilot became more deeply integrated across Microsoft 365, enabling natural-language-driven workflows across apps like Word, Excel, and PowerPoint, allowing users to collaborate with both Copilot and agents. 6. Security, governance & cloud infrastructure for the agentic future. Microsoft emphasized secure-by-default agent deployment, plus new cloud-PC capabilities optimized for running autonomous AI workloads. Team dinner and wrap-up. As the conference wound down, ProsperOps, Inc. wrapped up conversations with prospects, customers, and fellow cloud cost optimization enthusiasts. Before everyone made their way back home, the ProsperOps team gathered for a final celebratory Italian dinner and reflected on the week. Thank you San Francisco and Microsoft. ProsperOps, Inc. will be coming back next year! In the meanwhile, see how ProsperOps can help reduce Azure costs without impacting engineering resources by booking a free Cloud Savings analysis. ProsperOps, Inc. will also be launching the Rate Optimization Insights Report for Azure in early 2026. This will be one of a series of upcoming Effective Savings Rate benchmarking reports.

Business Insider
Aug 12th, 2025
Apollo Global to Acquire Trace3

Apollo Global has announced that its affiliates will acquire Trace3 from American Securities, which will retain a significant minority equity interest. The financial terms of the deal were not disclosed. The transaction is pending customary closing conditions and regulatory approvals.

GlobeNewswire
Aug 11th, 2025
Apollo Funds Reach Agreement with American Securities to Acquire Trace3, a Leading Technology Solutions Provider Driving Adoption of Next-Generation Technology and AI

Strategic Investment to Accelerate Trace3’s Growth and Expand Solutions Across Security, Hybrid Cloud and AI...

Apollo Global Management
Aug 11th, 2025
Apollo Funds Reach Agreement with American Securities to Acquire Trace3, a Leading Technology Solutions Provider Driving Adoption of Next-Generation Technology and AI

Apollo Funds reach agreement with American Securities to acquire Trace3, a leading technology solutions provider driving adoption of next-generation technology and AI.

Business Wire
Jun 4th, 2025
Trace3 Accelerates Coast-to-Coast Growth With Acquisition of IVOXY

Trace3 announced its acquisition of IVOXY, a data center-focused tech solutions provider based in Seattle, Wash.