Developer pillar · Module 6 of 6

Growing your career

Technical skills get you in the door. What keeps you growing? Communication, learning, and building a reputation.

← Back to Developer Fundamentals Training

Controls stack visual kit

Reusable icons and a telemetry-to-audit diagram aligned to our fundamentals and operational guides.

Governance evidence

Use for control statements that cite ISO/IEC 42001 clause 6.3 change management, EU AI Act Articles 62–75, and SOC 2 trust service criteria.

Secure supply chain

Pair with SBOM, provenance, and intake guidance that references SPDX or CycloneDX formats, SLSA Level 3 attestations, and NIST SSDF tasks PS.3/PO.4.

Telemetry & evaluations

Highlight logging of prompts, responses, refusal rates, and safety filters alongside adversarial evaluation suites from NIST AI RMF playbooks or UK AISI guidance.

Assurance & resilience

Use for incident response and assurance artefacts that must meet OMB M-24-10 24-hour notifications, CIRCIA’s 72-hour clocks, and serious-incident duties under the EU AI Act.

Signals Controls Evidence Audit
  • Signals: prompt traces, supplier advisories, and safety filter activations streamed into monitoring.
  • Controls: guardrails, change review, SBOM validation, and access enforcement tied to AI lifecycle gates.
  • Evidence: runbooks that capture artefacts for ISO/IEC 42001 management reviews and SOC 2 narratives.
  • Audit: regulator-facing packets that satisfy EU AI Act post-market monitoring, OMB M-24-10, and CIRCIA timelines.

Building your profile

  • GitHub. Your code portfolio. Contribute to open source. Show real projects. Quality over quantity.
  • Write about what you learn. Blog posts, documentation, tutorials. Teaching solidifies understanding and builds visibility.
  • Network (the human kind). Twitter/X tech community, local meetups, conferences. Opportunities come through people.
  • Build in public. Share what you’re working on. People root for you. You’ll be surprised who notices.

Career paths

Individual contributor track

Junior → Mid → Senior → Staff → Principal. Deep technical expertise. Architecture and technical leadership. Not everyone wants to manage people—and that’s fine.

Management track

Tech Lead → Engineering Manager → Director → VP. People leadership. Strategy and execution. Different skills than coding, but technical background helps.

🚀 The long game

Technology changes constantly. The skill that matters most? Learning how to learn. Stay curious. Accept that you’ll always be a beginner at something new. That’s not a weakness—it’s the job.

Free resources

Nice work! What’s next?

You have the foundation. Now it’s time to build. Here’s how to continue.

Start building

  • Pick a language and complete a project
  • Set up a GitHub profile and commit regularly
  • Contribute to an open source project
  • Build something you actually want to use

Go deeper

← Previous: Secure coding View glossary →