2 дня назад
Senior Machine Learning Systems Engineer (AI)
216 700 - 303 400$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Senior Machine Learning Systems Engineer (AI): Building scalable ML experimentation, training orchestration, and agentic AI platforms for Reddit's Ads ML lifecycle with an accent on distributed systems, reproducibility, and developer-centric tooling. Focus on designing multi-agent workflows, automating model promotion and evaluation, and enabling reliable large-scale model development.
Location: Remote - United States. Reddit may allow remote work from other countries where it has a physical presence.
Salary: $216,700–$303,400 USD base salary per year, plus potential equity and commission depending on the position.
Company
Reddit operates a large-scale community platform with more than 100,000 active communities and approximately 130 million daily active unique visitors.
What you will do
- Design and build offline ML experimentation platforms for reproducible research, model development, evaluation, and promotion.
- Develop production training orchestration frameworks for distributed training, hyperparameter optimization, evaluation, and automated retraining.
- Build experiment tracking, metadata, lineage, artifact versioning, model registry, and reproducibility infrastructure.
- Automate model promotion, rollback, compliance validation, and continuous evaluation workflows.
- Design agentic AI execution infrastructure with multi-agent orchestration, memory and context systems, and human-in-the-loop workflows.
- Partner with ML engineers and researchers to improve experimentation velocity and operational efficiency.
Requirements
- 5+ years of experience in infrastructure, platform engineering, or large-scale distributed systems.
- 2+ years of hands-on experience building and operating production ML infrastructure, developer SDKs, platform APIs, or self-service AI tooling.
- Experience with workflow orchestration, developer platforms, or large-scale automation frameworks.
- Experience with distributed data processing technologies such as Spark, Flink, Ray, or equivalent tools.
- Experience with Kubeflow, Argo, Airflow, or similar orchestration and workflow technologies.
- Experience building ML experimentation platforms, model registries, experiment tracking systems, or training orchestration frameworks.
Nice to have
- Experience operating agentic AI systems, including multi-agent orchestration, autonomous workflows, and agent communication or runtime frameworks such as MCP and A2A.
- Experience running end-to-end model development and iteration cycles at scale.
Culture & Benefits
- Flexible workforce with remote work options and access to physical offices where available.
- Healthcare benefits, income replacement programs, and a 401(k) with employer match.
- Flexible vacation, paid volunteer time, and generous paid parental leave.
- Family planning, gender-affirming care, mental health, and coaching benefits.
- Global benefits supporting workspace, professional development, and caregiving.
Hiring process
- Interviews may be recorded, transcribed, and summarized by AI; candidates may opt out before scheduled interviews.
- Personal information collected during interviews is used to evaluate employment or contractor applications and recordings are deleted after a hiring decision.
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