Software Engineering Manager - Build Agent

ServiceNow; Santa Clara (CA); On-site; USD 166,500 - 291,400; Full time

Benefits offered by this job

Health plans

401(k) plan with company match

ESPP

Matching donations

Flexible time away plan

Family leave programs

Job summary

ServiceNow in Santa Clara, CA is seeking a leader for the Build Agent evaluation framework. You will own eval strategy, roadmap, telemetry, and cross-team quality standards, guiding an 8‑engineer team to deliver scalable, data‑driven improvements.

You will benchmark models, decide on model support, and communicate results to stakeholders. Strong experience with evaluation systems for LLMs and cross‑team accountability is required.

Qualifications

• Direct experience building or leading evaluation systems for LLM-based products, including scoring methodology and benchmark design.
• Ability to drive cross-team accountability and get issues fixed from other teams based on data.
• Working understanding of coding agent architecture: tool use, agent loops, context management.
• 6+ years’ experience with ServiceNow-relevant technologies and advanced coding skills (Java, C++, Ruby, Shell, JavaScript).
• Experience critically evaluating foundation models and distinguishing capability gaps from tuning artifacts.
• Ability to navigate ambiguous priorities with context, risk, and outcomes.
• People management experience at scale (8+ engineers) or managing managers is a plus.

Responsibilities

• Own eval strategy and roadmap: prompt set design, scoring, failure taxonomy, telemetry.
• Coordinate across multiple teams to ensure quality standards and drive fixes.
• Lead model benchmarking and make data-backed recommendations on support decisions.
• Manage daily activities of an 8-engineer team, including staffing and mentoring.
• Address cross-cutting problems where eval data, model capability, and architecture intersect.
• Present eval results and recommendations to stakeholders, including executives.

Skills

Direct experience building evaluation

Cross-team accountability

Coding agent architecture

Java/C++/Ruby/JS expertise

Evaluating foundation models

Ambiguous-priority execution

People management (8+ engineers)

Job description

Job Description

The team

Build Agent is ServiceNow's AI coding assistant, purpose-built for the platform's metadata‑driven substrate - operating natively across ServiceNow's scoped applications, tables, and metadata types. This role leads the team responsible for the Build Agent evaluation framework, model support, and telemetry.

The framework is critical to Build Agent success — it's already driven measurable wins: recovering Build Agent correctness, cutting latency and inference cost ahead of a major release, and catching high‑severity defects that manual testing missed before they reached production. The team is 8 engineers and is currently the bottleneck on its own scale — this role exists to convert a high‑performing initiative into a durable, scalable function.

Key areas of focus include

• Evaluation Infrastructure : Golden prompt sets, Pass@1 and functional scoring, failure categorization (plumbing vs. metadata‑creation failures), and coverage across ServiceNow metadata types and UI workflows.
• Model Support & Benchmarking : Structured evaluation of candidate foundation models against the production default, with failure‑consistency analysis to separate scaffold/tuning issues from genuine capability gaps.
• Telemetry : Token usage, cache efficiency, and inference cost tracked alongside correctness as first‑class release signals.
• Cross‑Team Arbitration : Prioritizing eval coverage, defining what "good" means across surfaces owned by different contributing teams, and turning eval signal into committed fixes by the owning teams rather than open‑ended findings.

What you get to do in this role

• Own eval strategy and roadmap: prompt set design, scoring methodology, failure‑mode taxonomy, and telemetry instrumentation.
• Coordinate across the multiple teams contributing to Build Agent to arbitrate quality standards and drive eval findings to committed, owned fixes — not just reports.
• Lead model benchmarking efforts, making data‑backed recommendations on model support decisions (e.g., evaluating frontier coding models against the incumbent default).
• Manage the daily activities of an 8‑engineer team, including staffing, mentoring, and performance management, while building the scale (people, process, or automation) to remove the team as its own bottleneck.
• Solve ambiguous, cross‑cutting problems where eval signal, model capability, and platform architecture intersect — and where "correct" isn't obvious until you've defined the bar.
• Represent eval results and model support recommendations to cross‑functional and executive stakeholders, including in response to org‑wide benchmark initiatives.

Qualifications

To be successful in this role you have:

• Direct experience building or leading evaluation systems for LLM‑based products — scoring methodology, benchmark design, and failure analysis, not just prompt engineering.
• Experience driving cross‑team accountability without direct authority — getting other teams to own and fix issues surfaced by your data.
• A working understanding of coding agent architecture: tool use, agentic loops, context management, and the tradeoffs between generic and domain‑specific scaffolding.
• 6+ years of experience with technologies relevant to ServiceNow, including advanced coding skills and fluency in one or more of Java, C++, Ruby, Shell, or JavaScript.
• Experience critically evaluating foundation models — distinguishing real capability differences from tuning or scaffold artifacts.
• Ability to execute against ambiguous priorities, weighing context, risk, and desired outcomes — particularly where eval data is incomplete or contested.
• People management experience is required; experience managing at scale (8+ engineers) or managing managers is a plus.

For positions in this location, we offer a base pay of $166,500 - $291,400 , plus equity (when applicable), variable/incentive compensation and benefits. Sales positions generally offer a competitive On Target Earnings (OTE) incentive compensation structure. Please note that the base pay shown is a guideline, and individual total compensation will vary based on factors such as qualifications, skill level, competencies, and work location. We also offer health plans, including flexible spending accounts, a 401(k) Plan with company match, ESPP, matching donations, a flexible time away plan and family leave programs. Compensation is based on the geographic location in which the role is located and is subject to change based on work location.

Equal Opportunity Employer

ServiceNow is an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, national origin, age, disability, gender identity, veteran status, or any other category protected by law. In addition, all qualified applicants with arrest or conviction records will be considered for employment in accordance with legal requirements.

Accommodations

We strive to create an accessible and inclusive experience for all candidates. If you require a reasonable accommodation to complete any part of the application process, or are unable to use this online application and need an alternative method to apply, please contact [e-mail] for assistance.

Export Control Regulations

For positions requiring access to controlled technology subject to export control regulations, including the U.S. Export Administration Regulations (EAR), ServiceNow may be required to obtain export control approval from government authorities for certain individuals. All employment is contingent upon ServiceNow obtaining any export license or other approval that may be required by relevant export control authorities.