Роль четко определена с акцентом на передовые методы машинного обучения и надежный стек технологий, но отсутствие информации о зарплате является недостатком.
Кликните для подробной информации
Сильная компанияСовременный стекНет информации о зарплатеЧеткие обязанности
Оценка от Hirify AI
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Подключить Plus
Описание вакансии
Текст:
Hirify AI/Оригинал
TL;DR
Staff Machine Learning Engineer (AI) (Ads Foundational Representations): Building multimodal, contextual, behavioral, knowledge graph, and LLM-based representations for Reddit Ads with an accent on embeddings, relevance modeling, and large-scale machine learning systems. Focus on leading cross-functional projects, developing and evaluating embedding and sequence models, and building reliable data processing and inference pipelines.
Location: Remote from the UK or the Netherlands
Company
Reddit operates a large community platform where users share, discuss, and discover content across more than 100,000 communities.
What you will do
Set the technical direction for multiple Ads Foundational Representations workstreams and mentor machine learning engineers.
Develop embedding models for ads, posts, users, products, and other Reddit entities, including aggregation pipelines, two-tower architectures, and sequence models.
Use LLMs, VLMs, and foundational models to build representations for advertising, targeting, ranking, and advertiser-facing products.
Build data processing, model training, inference, and automation pipelines.
Evaluate models through benchmarks, recommender-system metrics, and online experiments.
Improve the reliability, scalability, monitoring, testing, and performance of machine learning systems.
Requirements
7+ years of hands-on experience designing, training, evaluating, testing, and deploying production machine learning models.
Staff-level technical leadership, including mentoring, setting engineering standards, and leading complex cross-functional projects without direct management authority.
Experience with content-rich NLP or computer vision problems at scale and embeddings-based solutions.
Experience with advertising, search, or recommender systems and a data-driven approach to machine learning development.
Proficiency with PyTorch or TensorFlow.
Ability to work remotely from the UK or the Netherlands.
Nice to have
Experience with Python, Airflow, BigQuery, Ray, Kubernetes, Kafka, and GCP.
Hands-on experience building or fine-tuning LLMs.
Experience mentoring junior engineers and leading complex technical projects.
Culture & Benefits
Flexible first workforce with remote work options within the eligible locations.
Professional development, workspace, caregiving, and family-planning support.
Gender-affirming care and mental health and coaching benefits.
Employer-matched private pension and employer-sponsored group medical coverage.
Flexible vacation, paid volunteer time off, income replacement programs, and paid parental leave.
Hiring process
Interviews may be recorded, transcribed, and summarized by AI for selected roles and locations, with an option to opt out before the interview.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →