Manager, Strategic Projects (Safety)
- Location
- Seattle, WA · On-site
- Job type
- Full-time
- Level
- Senior
- Experience
- 5+ years
- Listed
- 17 days ago
Skills & highlights for this role
- Trust and safety, policy enforcement, regulatory compliance, risk management, operations, consulting, government, or related experience
- People management experience
- Managing high-performing teams in fast-paced, execution-focused environments
- Leading multiple complex, high-stakes programs in ambiguous environments
- Operational judgment for quality-throughput-cost tradeoffs in human-data workflows
- Exceptional written, verbal, and stakeholder-management skills
- Building scalable processes and developing others
Also useful
- Leading safety-policy, content-review, or evaluation operations across distributed workforces
- Subject-matter expertise in high-severity policy harms (violent activities, dangerous organizations, sexual activities, CBRN, cyber)
- Designing and scaling AI safety evaluations, annotation taxonomies, quality systems, or adversarial testing programs
- Experience working with frontier AI labs or highly technical enterprise customers
The Role
As a Manager, Strategic Projects, Safety, you will lead a portfolio of complex, high-stakes human data programs that power frontier AI model training and evaluation. You will set the operational and quality strategy for model evaluation across frontier risks, designing scalable workflows, quality systems, and team structures across multiple policy domains.
You will manage and develop a team of Strategic Projects Leads and trusted model trainers, coaching sound judgment on nuanced safety decisions while ensuring consistent delivery across quality, throughput, and cost.
As a trusted thought partner to frontier AI labs and internal leaders, you will make high-stakes calls with limited guidance, shape program scope, and translate operational insight into stronger policies, evaluations, and customer outcomes. This is a high-ownership, outcomes-driven role for operators who thrive in ambiguity, move fast with incomplete information, and are accountable for results at scale.
What you'll do
- Partner directly with frontier AI labs and senior stakeholde
- Lead a portfolio of complex safety and evaluation programs across policy domains and frontier risks
- Manage, coach, and develop Strategic Projects Leads; establish clear goals, accountability, and strong task-quality judgment.
- Set and establish the quality bar across programs by designing scalable annotation frameworks, taxonomies, assessments, instructions, and audit systems for complex and ambiguous policy work.
- Partner directly with frontier AI labs and senior stakeholders to shape scope, resolve high-stakes issues, identify policy and coverage gaps, and build durable customer relationships.
- Use data and first-principles reasoning to diagnose systemic quality or operational issues, make explicit tradeoffs, and drive structural improvements across the portfolio.
- Build and scale playbooks, processes, and AI-enabled workflows that improve consistency, efficiency, and delivery reliability across teams.
- Surface emerging risk patterns, labeling inconsistencies, and strategic opportunities that strengthen safety policies and evaluation coverage.
You Have
- 5+ years of experience in trust and safety, policy enforcement, regulatory compliance, risk management, operations, consulting, government, or a related field, including people-management experience.
- 2+ years managing high performing teams in fast paced, execution focused environments.
- Demonstrated success leading multiple complex, high-stakes programs and managing teams in ambiguous, fast-moving environments.
- Deep operational judgment and the ability to make clear quality-throughput-cost tradeoffs across complex human-data workflows.
- Exceptional written, verbal, and stakeholder-management skills, with experience partnering directly with senior customers and cross-functional leaders.
- A track record of building scalable processes, developing others, and creating a high-accountability, high-quality team culture.
- Curiosity and the ability to quickly build fluency in technical AI concepts, model behavior, and industry trends.
Bonus Points
- Experience leading safety-policy, content-review, or evaluation operations across large, distributed workforces.
- Subject-matter expertise in high-severity policy harms, including violent activities, dangerous organizations or individuals, sexual activities, CBRN, cyber, or related domains.
- Experience designing and scaling AI safety evaluations, annotation taxonomies, quality systems, or adversarial-testing programs.
- Experience working directly with frontier AI labs or other highly technical enterprise customers.
Additional information
Note: This role involves exposure to sensitive or explicit content (e.g., violent, sexual, or otherwise disturbing material) as part of safety and policy evaluation work.
We Offer
- Handshake delivers benefits that help you feel supported-and thrive at work and in life.
- The below benefits are for full-time US employees.
- Ownership: Equity in a fast-growing company
- Financial Wellness: 401(k) match, competitive compensation, financial coaching
Benefits
Family Support: Paid parental leave, fertility benefits, parental coaching:
- Wellbeing: Medical, dental, and vision, mental health support, $500 wellness stipend
- Growth: $2,000 learning stipend, ongoing development
- Remote & Office: Internet, commuting, and free lunch/gym in our SF office
- Time Off: Flexible PTO, 15 holidays + 2 flex days
- Connection: Team outings & referral bonuses
From Handshake's careers page, first listed on Rolev.ai on October 23, 2026. Rolev.ai is not the employer.
How Rolev.ai helps with this application
Rolev.ai is a job search and application tool for US job seekers. For this Manager, Strategic Projects (Safety) role at Handshake, it shows how your resume fits, tailors your resume to the posting, and prepares the application for you to review.
See how you fit
Openings from employer career sites are ranked against your whole resume—and searchable inside Claude, ChatGPT, and Cursor via Rolev.ai MCP.
Tailor without inventing
Every change to your resume is checked against your original. New experience goes in only with your yes—zero fabricated claims.
Draft the full kit
Tailored and Full Match resumes, role-specific cover letters, and answers to employer screening questions are prepared in seconds.
1-Click Extension Autofill
The Chrome extension fills the employer's Greenhouse, Workday, Lever, or Ashby form in 1 click. You review it and press Submit.
Common questions
Where is the Manager, Strategic Projects (Safety) job at Handshake located?
This Manager, Strategic Projects (Safety) position at Handshake is located in Seattle, WA (On-site). Always check Handshake's application page for specific state eligibility or relocation policies.
What qualifications are required for Manager, Strategic Projects (Safety) at Handshake?
For the Manager, Strategic Projects (Safety) role, Handshake highlights 5+ years of relevant experience; experience with Trust and safety, policy enforcement, regulatory compliance, risk management, operations, consulting, government, or related experience, People management experience, Managing high-performing teams in fast-paced, execution-focused environments, Leading multiple complex, high-stakes programs in ambiguous environments, Operational judgment for quality-throughput-cost tradeoffs in human-data workflows, Exceptional written, verbal, and stakeholder-management skills. Rolev.ai can score your existing resume against these requirements and show any skill gaps before you apply.
How do I apply for the Manager, Strategic Projects (Safety) position at Handshake?
This listing links directly to Handshake's Ashby application page. You can apply directly on Handshake's site, or use Rolev.ai to check your resume fit, generate a zero-hallucination tailored resume and cover letter for this posting, and autofill the Ashby application form in 1 click with the Rolev.ai Chrome extension. You always review the form and press Submit yourself.