The scoreboard, honestly: the hard targets, how often each one is actually looked at,
and the quiet human signals that never make it onto a dashboard.
Architectural Compliance
Percentage of new software components that strictly adhere to the defined software architecture and design patterns.
Target · ≥ 95% compliance on all new architectural elementsIf we define a new messaging protocol for inter-module communication, 98% of the modules developed under your guidance use that protocol correctly, with clear, documented justifications for any deviations.
Technical Debt Reduction (Critical/High)
Reduction in the number of critical or high-severity findings identified by static analysis tools or code reviews within your owned architectural domains.
Target · Achieve a 20% year-over-year reduction in critical/high findingsYou take ownership of a legacy module with 50 critical static analysis warnings; within 6 months, that number is down to 35, and you've documented a plan for the remaining 15.
Software Safety Classification Accuracy
Number of instances where the initial software safety classification (e.g., Class A, B, C under IEC 62304) for a new feature or component is later found to be incorrect by Quality Assurance or Regulatory Affairs.
Target · Zero misclassifications in new designsFor the new infusion pump software, your initial Class C assessment for the dosing algorithm is confirmed by QA and Regulatory, avoiding costly re-work and delays later in the project.
Team Technical Throughput (Direct Reports)
Average story points or equivalent measure of work delivered by the software engineers you technically mentor or lead, demonstrating effective guidance and unblocking.
Target · Maintain or improve team throughput by 10% quarter-over-quarterYour team's average sprint velocity increases from 40 to 44 story points after you implement new architectural guidelines and streamline code review processes, allowing them to deliver more effectively.
Architectural Vision & Acceptance
The clarity, robustness, and general acceptance of the software architectures you propose and define by peer leads, product management, and quality assurance.
- You're regularly invited to early product strategy discussions
- your architectural proposals are adopted with minimal revisions
- peer leads actively seek your input on their designs
- positive feedback from design reviews regarding your clarity and foresight.
Mentorship & Technical Guidance Effectiveness
The demonstrable growth and increased autonomy of the junior and mid-level engineers you technically guide and mentor.
- Engineers you mentor show measurable improvement in code quality, design thinking, and problem-solving skills
- they take on more complex tasks independently
- positive feedback from their managers regarding your technical leadership
- successful promotions of your mentees.
Risk Mitigation & Proactive Problem Solving
Your ability to proactively identify potential software-related hazards, design flaws, or regulatory compliance risks early in the development lifecycle and propose effective mitigation strategies.
- You consistently raise critical technical risks in design reviews that others missed
- your proposed solutions prevent major issues from reaching later, more costly stages
- you contribute significantly to the software hazard analysis, identifying novel failure modes.
Cross-Functional Technical Influence
Your ability to effectively communicate complex software implications to non-software teams (hardware, quality, regulatory, clinical) and influence their decisions based on technical realities and constraints.
- Hardware team consults you on board revisions affecting software
- Quality Assurance accepts your justifications for software deviations
- Regulatory Affairs relies on your input for submission documents
- clinical teams understand the software limitations you explain.