сегодня

ML engineer in email security

ориентир по рынку
вакансия зп не указана
в среднем 305 925 ₽
Загрузи резюме, чтобы видеть мэтчи с вакансиейЗагрузи резюме, чтобы видеть мэтч с вакой

подготовься к отклику

ai-инструменты

Чтобы адаптировать резюме под вакансию или составить сопроводительное письмо, загрузи резюме

описание

One of these solutions is Imunify Email, an email security product that protects hosting servers against spam, phishing, and other email-based threats. We are looking for a Senior Machine Learning Engineer to join our team and work alongside the engineer currently responsible for both the existing spam-filtering pipeline and the new ML model. Together, you will drive the development, improvement, and production rollout of our email security technology.

задачи

  • Train, evaluate, and release spam-detection models: build the corpus, pick the threshold, read the precision/recall report, decide ship or retrain
  • Build the production side of the new engine in Go: the inference service, the mail-filter integration, the tokenizer, the streaming message parser
  • Fix detection quality end to end, from a customer's "this phishing got through" to a rule, a corpus fix, or a retrain, with the false-positive cost weighed against the catch
  • Keep the corpus tooling and training infrastructure running
  • Review and approve classifier, rule, and model changes, so no release waits on one person
  • Answer partner engineers who ask why a message scored the way it did
  • Write specs, handbooks, and post-mortems. That is how this team transfers knowledge

требования

  • 5+ years of shipping detection or classification systems where false positives have a cost you had to defend: anti-spam, anti-phishing, anti-malware, fraud, abuse
  • You have taken at least one ML classifier to production yourself: corpus construction, threshold selection, error analysis
  • Hands-on transformer training in PyTorch: tokenizers, masked-language pre-training, fine-tuning, ONNX export, CPU inference measurement
  • Linux, shell, and Python on shared servers and a shared GPU
  • Daily usage of AI coding agents and tools
  • English at upper-Intermediate (B2) level or higher, with particularly strong written communication skills for technical documentation, specifications, and code reviews. Your specs and merge-request descriptions count as much as your code
  • Будет плюсом: Email internals: SMTP, MIME, transfer encodings, SPF / DKIM / DMARC, how Exim, Postfix, and Dovecot handle mail to a filter; Experience in creating embedded models; Go or Rustfor systems code: parsers, streaming, memory budgets, concurrency; rspamd or SpamAssassin internals: rules, composites, Lua plugins, mass-check scoring; Multi-million-sample corpora, labelling pipelines, annotator tooling; Small models for constrained hardware: quantization, distillation, latency budgets; LLM-based labelers or validators for scaling annotation; Hosting panels: cPanel, Plesk, DirectAdmin

условия

  • A focus on professional development
  • Interesting and challenging projects
  • Fully remote work with flexible working hours, that allows you to schedule your day and work from any location worldwide
  • Paid 24 days of vacation per year, 10 days of national holidays, and unlimited sick leaves
  • Compensation for private medical insurance
  • Co-working and gym/sports reimbursement
  • Budget for education
  • The opportunity to receive a reward for the most innovative idea that the company can patent

Разработчик Linux-based решений для хостинга, серверной безопасности и инфраструктуры.

Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.

Если просят выйти из iCloud, прислать код из SMS, запустить или установить что-то, перевести деньги — не соглашайся: это мошенничество.