SRE Manager - AML
San Jose
Full Time Mid-level / Intermediate USD 435K+
ByteDance
ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures and geographies.Responsibilities
The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, live & ecom ranking in our company. We also drive substantial impact on core businesses of the company.
As the Global SRE Manager, you will be responsible for ensuring the stability, scalability, cost-efficiency, and operational excellence of distributed ML infrastructure, while also helping the team evolve in a high-growth environment. We are looking for someone who thrives on solving systemic problems, guiding teams through complex reliability challenges, and getting things done with strategic clarity.
Responsibilities:
- Lead and mentor a high-performing team of global SREs managing globally distributed AML systems.
- Drive technical execution in system reliability, resource optimization, and deployment automation across ML training and inference pipelines.
- Partner closely with local and global ML engineers, platform teams, and business stakeholders to deliver highly available, fault-tolerant ML infrastructure.
- Improve observability, reduce operational overhead through automation, and optimize infrastructure cost and efficiency at scale.
- Own incident management processes, postmortems, and continuous improvement across availability and performance.
- Provide technical guidance, career development, and day-to-day coaching for SRE team members.
- Communicate priorities, risks, and progress upward to leadership with transparency and clarity.
Qualifications
Minimum Qualifications
- At least 3 years of experience as a front-line engineering manager, ideally leading SRE or ML infrastructure teams.
- At least 5 years of hands-on SRE or systems engineering experience, including in distributed or large-scale production environments.
- Background in ML Infrastructure, recommendation systems, or high-scale data platforms.
- Strong understanding of distributed systems, performance tuning, observability, and automation tooling.
- Proficiency in at least one programming language (Python, Go, C++) and a solid foundation in algorithms and data structures.
- Proven track record in handling complex production issues, making effective technical trade-offs, and owning results.
Preferred Qualifications:
- Previous experience with business-facing or product-aligned SRE teams, balancing reliability with delivery.
- Deep familiarity with Kubernetes, CI/CD systems, and infrastructure as code.
- Passion for building scalable systems and mentoring engineers to reach their potential.
- A personal leadership style that is execution-focused, upward-aligned, and solutions-oriented.
Job Information
【For Pay Transparency】Compensation Description (Annually)
The base salary range for this position in the selected city is $435000 - $585000 annually.
Compensation may vary outside of this range depending on a number of factors, including a candidate’s qualifications, skills, competencies and experience, and location. Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
Benefits may vary depending on the nature of employment and the country work location. Employees have day one access to medical, dental, and vision insurance, a 401(k) savings plan with company match, paid parental leave, short-term and long-term disability coverage, life insurance, wellbeing benefits, among others. Employees also receive 10 paid holidays per year, 10 paid sick days per year and 17 days of Paid Personal Time (prorated upon hire with increasing accruals by tenure).
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment.
About UsFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join ByteDanceInspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day.
As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us.
Diversity & Inclusion
ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
Reasonable AccommodationByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable accommodation, please reach out to us at https://tinyurl.com/RA-request
Tags: CI/CD Distributed Systems Engineering Kubernetes Machine Learning ML infrastructure Pipelines Python
Perks/benefits: 401(k) matching Career development Equity / stock options Health care Insurance Medical leave Parental leave Startup environment
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