Pathways

Pick a route by tradeoffs, not titles.

Every pathway shows what it actually demands: coding intensity, on-call weight, promotion ceiling, entry saturation, AI resilience. Not just a salary band.

Read each card asessence → demands → fit·Tap any pill for the calibration behind the rating.
18 of 18 pathways
Security · broad track

Cybersecurity

Defensive or offensive security work, from SOC analyst to red teamer.

Hot but crowded
Timeline
2–5 years to mid-level
Salary
$70k – $160k
Work style
Investigative, on-call rotations common
Demands
Best for

Investigative thinkers · People who enjoy adversarial problems · Folks comfortable with on-call

Cloud infrastructure

Cloud Engineering

Designing, deploying, and operating infrastructure on AWS, Azure, or GCP.

High
Timeline
2–4 years to mid-level
Salary
$95k – $180k
Work style
Async-friendly, project + on-call mix
Demands
Best for

Sysadmins wanting upward mobility · Builders who like systems · Remote-first careers

View full pathwayRoles · certs · realistic sequence
Network infrastructure

Networking

The physical and logical fabric every other discipline depends on.

Steady
Timeline
2–4 years to mid-level
Salary
$70k – $140k
Work style
On-site work still common; strong on-call culture
Demands
Best for

Methodical troubleshooters · People who want deep, durable expertise · On-site / hybrid workers

View full pathwayRoles · certs · realistic sequence
Platform & delivery

DevOps / Platform

Build the pipelines, platforms, and tooling other engineers depend on.

Selective
Timeline
3–5 years to mid-level
Salary
$110k – $200k
Work style
Async, code-heavy, internal customer focused
Demands
Best for

Engineers with both dev and ops instincts · Builders of internal products · Remote async workers

View full pathwayRoles · certs · realistic sequence
Foundations

Entry / Foundations

First-job lanes. Help desk, IT ops, junior cloud, junior networking, Tier-1 SOC.

High
Timeline
0–18 months to first paid role
Salary
$40k – $70k
Work style
Ticketed, supervised, fast feedback
Demands
Best for

First paid technology role · People who learn by shipping tickets · Anyone validating they actually like infra

View full pathwayRoles · certs · realistic sequence
Offensive security

Offensive Security

Pentest, red team, vulnerability research, adversary simulation as a craft.

Selective
Timeline
2–4 years to junior pentest
Salary
$80k – $170k
Work style
Engagement-driven, deep focus, report writing
Demands
Best for

People who enjoy adversarial problems · Builders comfortable with ambiguity · Strong note-takers

View full pathwayRoles · certs · realistic sequence
Defensive · SOC

Defensive Security / SOC

Always-on monitoring and response, the realistic entry lane into security.

High
Timeline
1–3 years to Tier-2
Salary
$60k – $130k
Work style
Shift-based, alert-driven, queue ownership
Demands
Best for

Investigative thinkers · People comfortable with shift work · Pattern matchers

View full pathwayRoles · certs · realistic sequence
Detection & response

Detection & DFIR

Author durable detections; lead incident response when the alert is real.

High
Timeline
3–5 years from junior SOC
Salary
$110k – $180k
Work style
Engineering on telemetry; on-call IR cadence
Demands
Best for

Engineers who like data · People who write things down · Calm-under-pressure operators

View full pathwayRoles · certs · realistic sequence
Cloud security

Cloud Security

Secure cloud-native infrastructure, IAM and workloads, usually entered from cloud, not from SOC.

Hot but crowded
Timeline
2–4 years from cloud or platform
Salary
$120k – $200k
Work style
Policy-as-code, design review, control engineering
Demands
Best for

Cloud engineers with security curiosity · IaC-fluent operators · Policy-minded builders

View full pathwayRoles · certs · realistic sequence
Governance & risk

Governance & Risk

Translate security into business language; own audit, risk and compliance frameworks.

Steady
Timeline
2–5 years to senior
Salary
$80k – $160k
Work style
Policy, audit, stakeholder calls, evidence collection
Demands
Best for

Strong communicators · People who like structure · Cross-functional thinkers

View full pathwayRoles · certs · realistic sequence
Identity security

Identity Security

Engineer the identity layer. IAM, SSO, PAM, MFA, Zero Trust. Hands-on, in demand, often entered from IT or cloud.

High
Timeline
1–3 years from IT/cloud
Salary
$90k – $180k
Work style
Access reviews, lifecycle automation, conditional access engineering
Demands
Best for

AD/cloud engineers pivoting to security · Builders who like automation · Detail-driven operators

View full pathwayRoles · certs · realistic sequence
Platform engineering

Platform Engineering

Build the internal platform other engineers ship on. Kubernetes, IaC, golden paths.

Selective
Timeline
3–5 years from cloud or backend
Salary
$130k – $220k
Work style
Internal-product cadence, async, code-heavy
Demands
Best for

Engineers who treat infra as a product · Strong code reviewers · Async workers

View full pathwayRoles · certs · realistic sequence
Security architecture

Security Architecture

Design trust boundaries, threat models and security-relevant systems at scale.

Selective
Timeline
5–10 years from senior IC
Salary
$160k – $260k
Work style
Design review, threat modelling, executive briefings
Demands
Best for

Senior generalists · Strong communicators · Pattern-level thinkers

View full pathwayRoles · certs · realistic sequence
Security engineering

Security Engineering

Build the security guardrails, paved roads and tooling other engineers ship on, platform-coded security.

Selective
Timeline
3–6 years from cloud, platform or DevSecOps
Salary
$140k – $230k
Work style
Internal-product cadence on security tooling, async, code-heavy
Demands
Best for

Engineers who code in production · Builders who treat security as a product · Async workers

AI & automation

AI & Security Automation

Engineering posture on top of telemetry. SOAR, enrichment, LLM-assisted tooling. Emerging lane.

Hot but crowded
Timeline
2–4 years from detection or DevOps
Salary
$120k – $200k
Work style
Backend cadence on security data, pipelines, APIs, agents
Demands
Best for

Engineers who like glue work · Detection engineers who code · Builders comfortable with ambiguity

Software engineering

Software Engineering

Backend, frontend, full-stack. Ship product and own services. Portfolio matters more than certs.

High
Timeline
2–4 years to mid-level IC
Salary
$80k – $200k
Work style
Sprint-based, code-heavy, product-collaborative
Demands
Best for

Builders who like product · People who learn by shipping · Engineers who pair well

View full pathwayRoles · certs · realistic sequence
Data & ML

Data / AI

Data engineering, analytics, ML and applied AI. Hands-on portfolios outperform multi-cert stacks here.

Hot but crowded
Timeline
2–4 years from analyst to engineer
Salary
$75k – $210k
Work style
Pipeline-driven, async, notebook-and-PR cadence
Demands
Best for

Engineers who like data shape · People who enjoy long debugging loops · Builders who can write SQL fluently

View full pathwayRoles · certs · realistic sequence
Enterprise IT

Enterprise IT / SysAdmin

The Microsoft-shop spine. Windows, AD, Exchange, M365, endpoint. The durable on-ramp to security, cloud and IAM.

Steady
Timeline
1–3 years to senior sysadmin
Salary
$55k – $120k
Work style
Ticket + project mix, change-window cadence, on-call rotations
Demands
Best for

Operators who like long-running systems · People who enjoy AD/identity depth · Future cloud or IAM engineers

View full pathwayRoles · certs · realistic sequence

Reality check. Ratings are directional. Compensation, on-call load, and remote availability vary heavily by employer, geography, and seniority. Treat them as hypotheses to validate, not facts.