CAREER PATHWAYS / DATA CENTER SERIES

Start with a real practice session.

Learn the reasoning behind a data-center repair. Work through six foundation lessons, diagnose a simulated memory fault, and export a record of your practice.

Start free lessons Try the repair workbench

Free practice is open. No payment or account is required. The full paid programs below remain in development.

START PRACTISING

Learn a concept. Apply it. Keep your evidence.

Six foundation lessons and a server-repair workbench are available now as free practice. These are part of the developing program; paid enrollment remains closed.

01 / Build the foundations

Learn hardware, rack layout, diagnosis and verification. Resume your answers in this browser or export and restore a study record.

Start learning

02 / Work the repair

Use the existing 3D workbench to diagnose and correct a simulated memory fault, then verify the resulting equipment state.

Open the workbench

03 / Help shape the program

Tell us your target role and what you need to practise. This opens an email draft; send it to request pilot information.

Request pilot details

PLANNED PAID PROGRAMS

Choose the direction you want to grow.

Planned one-time prices: $50, $75 and $115. Lead includes Technician. Operations Manager includes both. These are self-study programs, not paid job placement, professional certification or authorization to service live equipment.

TECHNICIAN$50

Foundations & Field Practice

12 technician modules

Start from the basics: safety, rack measurement, cable routes, fiber and optics, inspection and testing, supervised-splicing preparation, server installation, Linux/BMC evidence, break/fix, AI infrastructure and maintenance.

Produce a rack elevation, cable matrix, loss-test analysis, incident record and honest entry-level portfolio.

30-day foundational study plan

Preview the curriculum →

New edition: not yet available for purchase.

TECHNICAL LEAD$75

Technician + Team Execution

All Technician content + 6 lead modules

Add deployment-wave planning, realistic labor estimates, acceptance criteria, quality control, methods of procedure, rollback, incident coordination, coaching and competency-based delegation.

Produce a four-rack deployment packet, reviewed change plan, quality log and team handoff.

Suggested sequence: 60 days of study

Preview the curriculum →

New edition: not yet available for purchase.

OPERATIONS MANAGER$115

Complete Career Pathway

All Technician and Lead content + 6 management modules

Add white-space-to-service readiness, cross-team responsibilities, 24/7 staffing, service metrics, power/cooling capacity interfaces, spares, vendor and cost controls, hiring scorecards and operational improvement.

Produce an operating-readiness review, staffing model, capacity register and 90-day operations plan.

Suggested sequence: 90 days of study

Preview the curriculum →

New edition: not yet available for purchase.

The 30/60/90-day sequence estimates study time, not time to employment or promotion. Beginners need supervised physical practice; lead and manager jobs depend on relevant real experience. No automatic upgrade credit is currently configured.

PLANNED CURRICULUM

What the full programs are being built to cover.

The planned learning loop for each future module is: lesson, official demonstration or reference, worked example, guided exercise, independent challenge, evidence, answer criteria and a seven-day recall check.

Technician: learn the work

T01 Safety, identity and stop/go decisions

T02 Rack units, measurement, elevation and installation prerequisites

T03 Cable route measurements, labels and strand allocation

T04 Optic compatibility, fiber categories and end-to-end polarity

T05 Inspection, cleaning, loss budgets and test evidence

T06 Splice mapping and supervised fusion-splicing preparation

T07 Server anatomy, receiving and OEM installation/service workflows

T08 Linux, BMC and Redfish inventory evidence

T09 Hardware and network break/fix with controlled verification

T10 AI compute, fabrics, management and service acceptance

T11 Preventive maintenance, rack replacement and decommissioning

T12 Rack-to-service capstone and entry-level interview preparation

Lead: direct safe, repeatable execution

L01 Deployment waves, dependencies and labor planning

L02 Acceptance, quality and nonconformance controls

L03 MOPs, change approvals, abort points and rollback

L04 Cross-team incident triage and communications

L05 Coaching, competency evidence and delegation

L06 Four-rack lead capstone and interview practice

Manager: own the operating system

M01 White-space-to-AI-service readiness gates and RACI

M02 24/7 staffing, coverage and skills constraints

M03 Availability, balanced metrics and corrective actions

M04 Capacity, failure scenarios and facility interfaces

M05 Spares, vendor comparisons and budget assumptions

M06 Operational-readiness capstone, hiring and improvement

CURRENT EQUIPMENT, MODEL-SPECIFIC RULES

Understand the AI service, not just the rack.

Study installed H100/H200 fleets, B200 and GB200/GB300 documentation, management and data fabrics, GPU health, power/cooling interfaces, platform provisioning and service acceptance. Emerging Vera Rubin material is awareness reading, not a substitute for an approved service manual. Licensed and OEM-authorized work remains with qualified personnel.

SAMPLE: READ → CALCULATE → DECIDE

Would you accept this fiber link?

This original training scenario uses supplied synthetic limits. They are not universal fiber standards. Write your answer before opening the worked solution.

The work order

Four connections are allocated 0.40 dB each. Two splices are allocated 0.10 dB each. Fiber length is 0.20 km at an allocated 0.40 dB/km. The training specification also requires 0.30 dB of remaining margin. Measured loss is 1.70 dB.

Your task: calculate the component budget, remaining margin, pass/hold decision and the evidence needed after corrective work.

Reveal the worked solution

Component budget = (4 × 0.40) + (2 × 0.10) + (0.20 × 0.40) = 1.88 dB. Remaining margin = 1.88 − 1.70 = 0.18 dB. The link is below the component limit but fails the separate 0.30 dB margin requirement. Hold acceptance, document the applicable criteria, investigate under the approved procedure and retest. At 1.50 dB measured loss, margin would be 0.38 dB and both exercise criteria would pass.

Save a test record with endpoint IDs, wavelength/direction, test method, reference, result, limit, decision and corrective owner. Do not claim that an OTDR event estimate or a splicer display independently certifies the whole channel.

Watch the EXFO inspection demonstration

Technician example

Plan a 42U rack with 20U occupied. There are 22U unassigned, but that does not prove spare power, cooling, weight or rail capacity. Produce the elevation and mark unknown approvals as holds.

Lead example

Four people × eight hours is 32 gross labor-hours. After supplied allowances, 24 hours remain. A plan consuming all 24 has no defect contingency. Reforecast instead of skipping acceptance.

Manager example

Two continuously staffed posts need 336 hours weekly. At 32 usable coverage hours per person, 11 people are the theoretical minimum. That is not yet a safe, skills-aware, HR-reviewed roster.

THE FIRST MONTH

A plan with outputs, not just hours watched.

Begin with approximately 2–3 hours a day and adjust to your starting point. This is a proposed study schedule for the future paid program, not a list of lessons currently delivered. Timing has not yet been validated with a beginner pilot.

Days 1–10

Safety, rack measurement, route planning, strand allocation, optic compatibility and inspection. Output: a coherent rack and cable plan.

Days 11–20

Loss tests, splice planning, server components, OEM workflows, Linux/BMC evidence and controlled break/fix. Output: test and incident records.

Days 21–30

AI service paths, maintenance, decommissioning, capstone and honest interview practice. Planned output: a practice portfolio and a real-experience gap plan. Independent assessment is not currently included.

Lead adds a suggested 30-day study block; Manager adds another. A course cannot replace the years of professional experience requested by many leadership roles. Physical splicing, energized electrical work, heavy equipment and liquid-cooling service require appropriate training, equipment, supervision and authorization.

HISTORICAL ROLE AND PAY EXAMPLES / SEPTEMBER 23, 2026

Know what employers actually ask for.

These dated examples are not verified current vacancies, industry averages or promised earnings. Location, experience, shifts, employment model and bonus/equity matter. Employer names are research references, not endorsements or interview arrangements.

Google — Data Center Technician I

Amarillo, Texas

$73,500–$100,000 annual base

The posting requires component-level repair experience and prefers one year of relevant troubleshooting. Bonus/equity are separate.

Read the source

Microsoft — Technician role bands

US ranges on Neurodiversity program posting

ATR-B: $23.65–$37.07/hour; ATR-C: $27.45–$48.03/hour

Location-specific bands differ. Review the exact role and program eligibility; this is not a universal offer or hiring partnership.

Read the source

CoreWeave — Technical Deployment Lead

Central US; recruiting-platform listing

$90,000–$102,000 annual base

Published listing describes hardware/Linux, QA, team training and travel. Employer-page text was not independently retrievable; confirm current terms directly.

Read the source

Amazon — Data Center Operations Manager

Hermiston, Oregon

$78,400–$137,300 annual base

The posting requires 2+ years of people management and 2+ years of operations/on-call experience, plus 4+ years of IT or a relevant degree. GovCloud eligibility conditions apply.

Read the source

TEKsystems — Contract Data Center Technician

Red Oak, Texas; historical example

$35–$42/hour

The anticipated application close was September 18, 2026 and has passed. This is a published pay example, not a verified open vacancy. Hours, duration and benefits differ from permanent employment.

Read the source

Oracle — Technician, Infrastructure and Catalyst trainee paths

Check the specific location and role

No verified pay figure in this review

Oracle describes a paid trainee route and separate technician/infrastructure roles. Use its current postings instead of assuming one salary or qualification applies to all.

Read the source

REAL LEARNING DESTINATIONS

See the source material.

Official videos and manuals are linked, not copied or represented as our own. External courses, exams, equipment and coaching are not included. Access and playback requirements can change.

OTHER CAREER SCHOOLS

More pathways are coming.

These separate pathways remain unavailable. No pricing or purchase links are enabled until their complete products and delivery pass review.

COMING SOON