Reflection
Open positions
Member of Technical Staff - Pre-Training Data
You will design and implement techniques to source, curate, and filter large-scale web, text, and code data. You will develop data-quality analyses, run data experiments, evaluate dataset changes, address privacy,…
Member of Technical Staff - Pre-Training Evals Infra
You will build evaluation infrastructure for researchers to understand model capabilities, guide training decisions, and assess release readiness. You will design evaluation abstractions, develop distributed execution…
MTS IT Engineer
You will provide Tier 1 and Tier 2 IT support for internal users, including executives. You will improve IT processes, support onboarding, administer SaaS and identity systems, contribute to IT security initiatives,…
Member of Technical Staff Safety
You will own red-teaming and adversarial evaluation pipelines for AI models. You will identify security, misuse, and alignment failures; develop automated safety benchmarks; implement jailbreaking techniques and…
Member of Technical Staff - Pre-Training
You will research and build solutions for algorithms, scaling laws, data processing, optimizers, and model architecture. You will run experiments on language-model scaling and data efficiency, implement deep learning…
Member of Technical Staff - Multilingual Data
You will design and operate multilingual data pipelines for sourcing, cleaning, deduplication, language identification, and script normalization. You will establish corpus quality standards, run experiments on data…
Member of Technical Staff - Pre-Training Infra
You will build distributed systems for frontier-model pre-training and operate large-scale training runs. You will optimize throughput, stability, memory, communication, and GPU utilization; maintain pipelines for…
Member of Technical Staff - Evaluations
You will conduct comparative analyses of model capabilities and build evaluation systems that link data, evaluations, and model behavior. You will develop frameworks for reasoning, alignment, and usefulness,…
Member of Technical Staff - Engineering Lead Data Ingestion
You will lead, mentor, and grow data ingestion engineers while remaining hands-on with the technical stack. You will prioritize work, run acquisition campaigns, guide architecture across crawling, pipelines, and data…
Member of Technical Staff - Data Ingestion Engineer
You will build and operate systems that acquire, extract, normalize, version, and deliver large-scale data for pre-training. You will run experiments on crawling and extraction strategies, analyze data quality and…
Member of Technical Staff - Web Crawl Engineer
You will build and operate systems for web-scale crawling, URL discovery, scheduling, content extraction, and dataset delivery. You will optimize crawl quality and coverage, develop specialized crawlers, create…
Member of Technical Staff Post Training
You will build systems that transform pre-trained models into aligned and general agents. You will develop data-generation pipelines, reward models, reinforcement-learning algorithms, and inference-time scaling…
Member of Technical Staff Platform Foundations
You will build and operate foundational cloud, networking, security, developer infrastructure, and observability capabilities. You will create secure defaults, operate networking primitives, improve delivery systems,…
Member of Technical Staff Engineering Lead Platform Foundations
You will lead infrastructure and platform engineers building cloud, networking, security, and developer infrastructure. You will prioritize execution, guide architecture, make hands-on contributions, establish secure…
Member of Technical Staff Engineering Lead Compute Platform
You will lead systems engineers building and operating a Kubernetes-based multi-cloud compute platform. You will prioritize delivery, guide architecture, contribute hands-on where needed, work with training teams on…
Member of Technical Staff Compute Platform
You will build and maintain tooling for automated remediation, topology-aware scheduling, capacity planning, and hardware debugging. You will improve cluster management for large GPU fleets, implement cluster-wide…
