GitLab Inc.

Senior Engineering Manager, Non-Linear Productivity

GitLab Inc.$190K — $245K *
US-Anywhere
+ 2 other locationsRemote
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 5-7 years in leadership roles within engineering, focusing on measurable outcomes
  • Expertise in CI/CD and build systems with a deep understanding of productivity metrics
  • Proven track record of building high-autonomy teams and achieving system-level results
  • Strong analytical skills for root-cause analysis and prioritizing tasks
  • Exceptional communication skills to present findings and strategies to leadership

Responsibilities

  • Define and refine the productivity pilot's operating model, focusing on friction diagnostics
  • Identify high-impact non-linear improvements and prioritize them based on system-level metrics
  • Create a concrete roadmap to tackle friction points within a set timeframe
  • Lead the recruitment of 4 top-tier engineers and directly manage team dynamics
  • Mentor team members in rigorous problem-solving techniques and productivity enhancements
  • Investigate and baseline productivity metrics to inform future fixes
  • Collaborate with teams to ensure adopted fixes lead to tangible improvements

Benefits

  • Comprehensive health, financial, and wellness benefits
  • Flexible Paid Time Off
  • Opportunities for professional growth and development
  • Parental Leave for new parents
  • Equity Compensation and Employee Stock Purchase Plan
  • Participation in Team Member Resource Groups
Full Job Description
About the role

Senior Engineering Managers at GitLab own outcomes for a defined engineering domain, build and grow the team that delivers them, and are trusted to operate with significant autonomy against a clear mandate.

This Senior Engineering Manager role focuses on driving non-linear productivity by building and leading a small, hand-picked team of engineers who find and fix the highest-leverage friction points in GitLab's own SDLC. Rather than incremental team management, this is a 0 to 1 team-building mandate. You will personally recruit 4 exceptional engineers, define how they work, and drive them through a root-cause, shift-left approach to engineering productivity, measured in system-level metrics (MRPM, pipeline success rate, pipeline latency), not story points or activity.

You will act as a bridge between the pilot squad, engineering managers whose teams are affected by friction points, and leadership, ensuring the team's fixes deliver durable, measurable value before any of it is proposed as a permanent function.

This role reports to a VP-level engineering leader.

What you'll do

Vision & Strategy
  • Define and continuously refine the operating model for the non-linear productivity pilot: what "friction" means, how it's diagnosed, and how fixes are prioritized against the three system-level metrics.
  • Identify and prioritize non-linear productivity opportunities (step-change fixes rather than incremental gains) across the SDLC, including flaky tests, review latency, pipeline reliability, tooling gaps, and context loss for both human and agentic contributors.
  • Translate an intentionally broad, ambiguous mandate ("find the friction, fix it at the root") into a concrete, time-boxed roadmap with defined milestones for a 3-month pilot window.

Team Building & Leadership
  • Personally source, evaluate, and select 4 exceptional engineers for the pilot squad. You own this hiring bar directly rather than delegating it to a pipeline.
  • Negotiate allocation models (100% vs. partial/dual-hat) with each engineer's current EM, balancing team commitments against the pilot's needs.
  • Set the technical direction and working norms for a small, fast-moving team: how work is scoped, how decisions get made, and how progress gets reported.
  • Mentor the engineers on this team in root-cause diagnosis and shift-left thinking, raising the bar for rigor versus reaching for the nearest patch.

Deep Technical Exploration & Experimentation
  • Lead hands-on investigation to instrument and baseline the three top-level metrics (MRPM, pipeline success rate, pipeline latency) so the org has an honest starting point before any fix is proposed.
  • Diagnose the highest-leverage friction points dragging each metric down, and validate hypotheses with real data before committing team time to a fix.
  • Design and implement fixes that compound, including shift-left quality changes, tooling investment, and better context and interfaces for both humans and agents, rather than one-off patches.
  • Stay hands-on enough to review architecture, dig into pipeline internals, and unblock the team on hard technical problems directly.

Internal Adoption & Non-Linear Productivity
  • Own a small set of high-impact friction areas as pathfinders, driving each from diagnosis through fix to measurable metric movement.
  • Work directly with affected engineering teams to ensure fixes are trusted, adopted, and don't quietly get reverted or worked around.
  • Track and report metric movement honestly, including when a bet didn't pay off.
  • Capture and codify reusable patterns and playbooks so that fixes validated by this team can be adopted org-wide with minimal friction.

Operations, Risk & Enablement
  • Set a cadence for reporting impact back to EM peers and leadership, framed around metric movement rather than activity.
  • Ensure the pilot's fixes degrade gracefully and don't introduce new reliability risk into CI/CD systems that other teams depend on.
  • Help define what "graduation" from pilot to permanent function looks like, and build the case (or the honest counter-case) based on results.

What you'll bring

General
  • Track record leading small, high-autonomy engineering teams, ideally in developer productivity, CI/CD, platform, or infrastructure reliability, measured on system-level outcomes rather than feature delivery.
  • Deep comfort with CI/CD and build systems. You understand why pipelines flake, why they're slow, and what actually moves success-rate and latency numbers versus what just feels like progress.
  • Demonstrated root-cause instinct and a bar for talent over headcount: you'd rather run understaffed than fill a seat with someone good-enough.
  • Comfort operating under metrics-driven accountability, including publicly baselining a number and reporting honestly against it.
  • Strong executive-level communication. This pilot has direct visibility to engineering leadership.

Nice to have
  • Experience with agentic or AI-assisted development workflows, and a view on where human/agent friction shows up differently than pure human friction.
  • Prior experience running a defined-window pilot or 0 to 1 initiative with explicit success criteria.
  • Familiarity with GitLab's own CI/CD internals, or equivalent depth on another large-scale build/test system.


The base salary range for this role's listed level is currently for residents of the United States only. This range is intended to reflect the role's base salary rate in locations throughout the US. Grade level and salary ranges are determined through interviews and a review of education, experience, knowledge, skills, abilities of the applicant, equity with other team members, alignment with market data, and geographic location. The base salary range does not include any bonuses, equity, or benefits. See more information on our benefits and equity. Sales roles are also eligible for incentive pay targeted at up to 100% of the offered base salary.

United States Salary Range

$190,000-$245,000 USD

How GitLab Supports Full-Time Employees
  • Benefits to support your health, finances, and well-being
  • Flexible Paid Time Off
  • Team Member Resource Groups
  • Equity Compensation & Employee Stock Purchase Plan
  • Growth and Development Fund
  • Parental Leave

Please note that we welcome interest from candidates with varying levels of experience; many successful candidates do not meet every single requirement. Additionally, studies have shown that people from underrepresented groups are less likely to apply to a job unless they meet every single qualification. If you're excited about this role, please apply and allow our recruiters to assess your application.

Country Hiring Guidelines: GitLab hires new team members in countries around the world. All of our roles are remote, however some roles may carry specific location-based eligibility requirements. Our Talent Acquisition team can help answer any questions about location after starting the recruiting process.

Privacy Policy: Please review our Recruitment Privacy Policy. Your privacy is important to us.

About GitLab Inc.

GitLab Inc. is a web-based Git repository manager that provides source code management, continuous integration and deployment, and other software development-related tools. GitLab Inc. was founded in 2011 by Dmitriy Zaporozhets and Valery Sizov. The company has more than 1,400 employees and more than 100,000 customers. GitLab is a single application for the entire software development lifecycle. From project planning and source code management to CI/CD, monitoring, and security. GitLab helps teams accelerate software delivery and reduce the cycle time to bring ideas to market. GitLab is a remote-first company, with team members located in more than 65 countries.
Learn more about GitLab Inc.
Size
1,400 employees
Market Cap
$6.5 billion
Industry
Founded
2014
NASDAQ

Similar Jobs

More Jobs at GitLab Inc.

More Enterprise Technology Jobs

Find similar Senior Engineering Manager, Non-Linear Productivity jobs: