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Founding ML Engineer

UTony · Erevan

🇬🇧 English
Python pandas NumPy scikit-learn XGBoost LightGBM PostgreSQL SQL Git Docker

Job description

About the role

UTony is building a behavioral security system for financial organizations to detect account takeover attacks and suspicious logins. The company seeks a Founding ML Engineer to own the machine‑learning direction, from data exploration to production deployment.

Key responsibilities

  • Design and develop behavioral ML models for classification and anomaly detection.
  • Engineer features from raw behavioral and temporal signals.
  • Run experiments, evaluate models, and set detection thresholds.
  • Prevent data leakage, investigate robustness, and handle failure cases.
  • Deploy models to low‑latency, real‑time inference pipelines.
  • Monitor model performance in production and iterate continuously.
  • Shape the overall ML architecture and technical roadmap.

Required profile

  • 3+ years of hands‑on machine‑learning experience (2+ years in production is acceptable).
  • Proven ability to take a semi‑structured problem from data exploration to deployed solution.
  • Strong problem‑solving skills and autonomy.

Required skills

  • Python
  • Pandas, NumPy, scikit‑learn
  • XGBoost or LightGBM
  • PostgreSQL / SQL
  • Git
  • Docker

Questions fréquentes

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Published 4 շաբաթ առաջ

Expires 1 ամիսից

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UTony

Erevan