ML Engineer
We’re looking for an ML Engineer
- Modalità di lavoro: Completamente da remoto
Il ruolo
Project details
Engagement: full-time (40h/week)
Start: 30.11.2026
Contract length: 12 months
English: min. B2+
Requirements
5+ years of hands-on ML engineering in Python, with ownership of deployed models and reliable production code,
experience integrating predictions with external platforms via API so they trigger automated actions (campaign optimization, recommendations, pricing),
strong SQL and BigQuery skills for feature engineering, data validation and reproducible transformations,
hands-on experience running ML workloads on GCP: Vertex AI, Pub/Sub, Cloud Run, Composer/Airflow,
gradient boosting models (LightGBM, CatBoost, XGBoost), including tuning and evaluation against business-relevant metrics,
ability to calibrate predictions and assess how model errors affect downstream decisions.
Requisiti
Strongly preferred
entity resolution / identity resolution,
propensity, churn/retention, segmentation or LTV modeling in e-commerce or DTC,
server-side conversion tracking (Google Enhanced Conversions, Meta Conversions API),
Bayesian methods and probabilistic customer models (BG/NBD, Gamma-Gamma).
Nice to have
experimentation, causal inference or bandit methods applied to marketing,
Docker, Terraform, CI/CD for pipelines,
familiarity with AI tools (e.g. Cursor, Claude Code).
Come funziona per te
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