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Senior ML Engineer - Malware Detection (Remote)

CloudLinux · Podgorica

Novo Remote
Remote Senior 🇬🇧 English
PyTorch Hugging Face SQL ClickHouse ONNX llama.cpp vLLM LoRA QLoRA

Opis pozicije

About the role

CloudLinux is a remote-first company behind Imunify360, a security suite for Linux web servers that scans for malware, cleans it and protects against attacks. It owns one of the largest labelled corpora of live web-server malware. The Senior ML Engineer turns this data into detection that ships: classifiers, LLM-assisted triage and generated signatures, evaluated by false-negative and false-positive rates rather than notebook accuracy.

Key responsibilities

  • Decide which files on a server deserve closer inspection within tight CPU and memory budgets
  • Tell malicious code from benign at fleet scale and at a sensible cost per file
  • Generate detection signatures automatically from new campaigns
  • Catch malware that only looks malicious in context, such as phishing pages and script injections
  • Route each file to the right detection engine and make cleanup precise
  • Prove each model improves detection before it ships, using time-split and campaign-split evaluation
  • Deliver a first model in month 1, several models in production by month 3, and a main source of new detections by month 12, with retraining on fresh analyst and false-negative labels and generated signatures in the analyst workflow

Required profile

  • 5+ years building ML systems that ran in production, including 2+ in an adversarial domain such as security, abuse, fraud or spam
  • Owns the path from raw samples to a model in production and the numbers that prove it helped
  • English at upper-intermediate (B2) level or higher, with strong written communication for async work

Required skills

  • Hands-on training and fine-tuning of transformer models (LoRA/QLoRA, distillation, quantization)
  • Classic ML: gradient boosting, linear models on sparse features, calibration, class imbalance
  • Inference cost engineering (ONNX, llama.cpp, vLLM, int8/int4)
  • Strong Python, PyTorch and the Hugging Face stack; SQL on large tables (ClickHouse or similar)
  • Familiarity with PHP or JavaScript, or willingness to learn it
  • Daily use of AI coding agents

What we offer

  • Fully remote work with flexible hours, paid 24 days of vacation, 10 national holidays and unlimited sick leave
  • Private medical insurance, co-working and gym reimbursement, education budget
  • A reward for the most innovative idea the company can patent

Questions fréquentes

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Ističe za 1 mesec

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CloudLinux

Podgorica