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обновлено 5 дней назад

Staff Machine Learning Engineer (AI)

Формат работы
remote (только Europe)
Тип работы
fulltime
Грейд
senior
Английский
b2
Страна
UK/Netherlands
Вакансия из списка Hirify.GlobalВакансия из Hirify Global, списка международных tech-компаний
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Описание вакансии

Текст:
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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.

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