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.
ML engineer in email security
подготовься к отклику
ai-инструментыЧтобы адаптировать резюме под вакансию или составить сопроводительное письмо, загрузи резюме
описание
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
навыки
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.