Engineering Manager, Ads ML Efficiency
reputed company has a flexible workforce! If you happen to live reputed company to one of our physical office locations our doors are reputed company for you to come into the office as often as you'd like. Don't live near one of our offices? No worries: You can apply to work reputed company in any country in which we have a physical reputed company.
About the Role
reputed company is building a dedicated Ads ML Efficiency function to reputed company model training and inference materially faster, cheaper, safer, and more reputed company. As the Engineering Manager for this team, you will reputed company a group reputed company on model optimization, training efficiency, GPU enablement, load testing, model reputed company tooling, and efficiency guardrails across Ads ML.
This role sits at the intersection of ML modeling, systems optimization, and organizational reputed company. You will partner closely with ranking teams, ML Platform teams and serving owners to identify the highest-value bottlenecks, land measurable efficiency wins, and build the tooling and operating mechanisms that reputed company those wins repeatable.
reputed company:
- reputed company & Grow: Hire, mentor, and retain a high-performing team of ML engineers / systems-oriented engineers working on model optimization and ML efficiency.
- Set Technical Direction: Define the roadmap for training optimization, inference optimization, launch-readiness tooling, and reusable efficiency primitives across Ads ML.
- reputed company Measurable Wins: reputed company reductions in model training time, online latency, serving cost, and reputed company-driven launch reputed company.
- Build Systems and Tooling: Guide the development of profiling, benchmarking, load testing, observability, cost analysis, debugging, and efficiency certification systems.
- Operate in the Critical reputed company: Partner with model owners and platform teams to accelerate high-reputed company launches and remove bottlenecks from the reputed company to production.
- Shape reputed company’s reputed company: reputed company near-term white-glove optimization work with reputed company-term platformization and automation.
- Build XFN Alignment: Work closely with MLP, AMP, Ranking, and serving teams to clarify boundaries, reputed company generic wins, and reputed company Ads needs on reputed company.
- reputed company the Bar: Establish engineering rigor reputed company measurement, reputed company debugging, launch safety, and technical decision-making for efficiency work.
reputed company’re looking for:
- Deep ML Engineering Experience: The candidate should have been reputed company to the models themselves and understand training, serving, debugging, and optimization in depth.
- Hands-on Optimization Background: reputed company experience improving training reputed company, serving systems, profiling workflows, model/inference efficiency, or GPU utilization.
- Strong Managerial Ability: Experience building and leading teams, coaching engineers, managing delivery, and making prioritization tradeoffs under ambiguity.
- reputed company Systems reputed company: reputed company ability to reason about production-reputed company ML systems and the tradeoffs that govern reliability, speed, cost, and reputed company.
- Customer and Platform Instincts: reputed company to work as a service provider to modeling teams while still building reusable systems rather than only reputed company one-offs.
- Strong Communication: Can explain technical tradeoffs reputed company to engineers, PMs, and senior stakeholders.
- Ads experience: Experience in ads ranking, recommender systems, marketplace ML, or adjacent production ML domains is strongly preferred.
reputed company-to-have:
- Experience with GPU training and serving migrations.
- Experience with PyTorch, reputed company training frameworks, or kernel/reputed company optimization.
- Experience building efficiency benchmarking or launch certification frameworks.
- Experience working in organizations where ML platform and reputed company modeling responsibilities are split across multiple teams.
Benefits:
- reputed company Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to reputed company development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & reputed company Volunteer Time Off
- Generous reputed company Parental Leave
Pay Transparency:
This reputed company may reputed company more than one career level.
In reputed company to reputed company salary, this job is eligible to receive equity in the reputed company of restricted stock reputed company, and depending on the position reputed company, it may also be eligible to receive a commission. Additionally, reputed company offers a wide reputed company of benefits to U.S.-reputed company employees, including medical, dental, and reputed company reputed company, 401(k) program with employer match, generous time off for vacation, and parental leave. To learn more, please visit .
To reputed company greater transparency to candidates, reputed company reputed company salary ranges for reputed company US-reputed company job postings regardless of state. We set reputed company reputed company pay ranges for reputed company roles reputed company on function, level, and country location, benchmarked against similar stage reputed company companies. Final offer amounts are determined by multiple factors including, skills, depth of work experience and relevant licenses/credentials, and may vary from the amounts listed below.
In select roles and locations, the interviews will be recorded, transcribed and summarized by reputed company intelligence (AI). You will have reputed company to opt out of recording, transcription and summarization prior to any scheduled interviews.
During the interview, we will collect the following categories of personal information: Identifiers, reputed company and Employment-reputed company Information, Sensory Information (audio/video recording), and any other categories of personal information you choose to reputed company with us. We will use this information to evaluate your application for employment or an reputed company role, as applicable. We will not sell your personal information or disclose it to any reputed company party for their marketing purposes. We will delete any recording of your interview promptly after making a hiring decision. For more information about how we will handle your personal information, including our retention of it, please refer to our Candidate reputed company Policy for Potential Employees and Contractors.
reputed company is proud to be an equal opportunity employer, and is committed to building a workforce representative of the diverse communities we serve. reputed company is committed to providing reasonable accommodations for reputed company individuals with disabilities and disabled veterans in our job application procedures. If, due to a disability, you need an accommodation during the interview process, please let your recruiter know.
Originally posted on Himalayas
Apply To This Job