MLOps Engineer (AI)
ΠΡΡΡ & Π‘ΠΎΠΏΡΠΎΠ²ΠΎΠ΄
ΠΠ»Ρ ΠΌΡΡΡΠ° Ρ ΡΡΠΎΠΉ Π²Π°ΠΊΠ°Π½ΡΠΈΠ΅ΠΉ Π½ΡΠΆΠ΅Π½ Plus
ΠΠΏΠΈΡΠ°Π½ΠΈΠ΅ Π²Π°ΠΊΠ°Π½ΡΠΈΠΈ
Location: Singapore (Hybrid: 2 days in-office, 3 days remote; Remote work available in locations without offices)
Company
is an all-in-one platform for education and research, leveraging machine intelligence to address challenges like access inequality and student engagement.
What you will do
- Design and maintain CI/CD pipelines for ML models and services.
- Build and operate model deployment, serving, and rollback workflows.
- Implement monitoring, observability, and alerting for production models.
- Manage the model lifecycle using MLflow for tracking, versioning, and reproducibility.
- Automate infrastructure and establish standards in partnership with ML and platform teams.
Requirements
- 5+ years of MLOps or DevOps engineering experience.
- Strong proficiency with Docker and Kubernetes.
- Experience with GitLab CI and infrastructure-as-code tools like Terraform.
- Hands-on experience with major cloud platforms (Azure, AWS, or GCP).
- Proven experience with MLflow for experiment tracking and model registry.
- Familiarity with PyTorch, Kubeflow, and production monitoring stacks.
- Resume must be submitted in English.
Nice to have
- Experience serving LLMs or large models in production.
- Knowledge of feature stores and data pipeline tooling.
- Experience with cost and latency optimization for model serving.
Culture & Benefits
- Flexible work schedule (typically 09:00/10:00 to 18:00/19:00 CET/EET).
- Choice of work equipment (laptop, monitor, etc.).
- English language classes via iTalki ($130 monthly).
- Newborn bonus of β¬500 per child.
- Patent remuneration and paid leave.
- Commitment to diversity, equity, and inclusion.
ΠΡΠ΄ΡΡΠ΅ ΠΎΡΡΠΎΡΠΎΠΆΠ½Ρ: Π΅ΡΠ»ΠΈ ΡΠ°Π±ΠΎΡΠΎΠ΄Π°ΡΠ΅Π»Ρ ΠΏΡΠΎΡΠΈΡ Π²ΠΎΠΉΡΠΈ Π² ΠΈΡ ΡΠΈΡΡΠ΅ΠΌΡ, ΠΈΡΠΏΠΎΠ»ΡΠ·ΡΡ iCloud/Google, ΠΏΡΠΈΡΠ»Π°ΡΡ ΠΊΠΎΠ΄/ΠΏΠ°ΡΠΎΠ»Ρ, Π·Π°ΠΏΡΡΡΠΈΡΡ ΠΊΠΎΠ΄/ΠΠ, Π½Π΅ Π΄Π΅Π»Π°ΠΉΡΠ΅ ΡΡΠΎΠ³ΠΎ - ΡΡΠΎ ΠΌΠΎΡΠ΅Π½Π½ΠΈΠΊΠΈ. ΠΠ±ΡΠ·Π°ΡΠ΅Π»ΡΠ½ΠΎ ΠΆΠΌΠΈΡΠ΅ "ΠΠΎΠΆΠ°Π»ΠΎΠ²Π°ΡΡΡΡ" ΠΈΠ»ΠΈ ΠΏΠΈΡΠΈΡΠ΅ Π² ΠΏΠΎΠ΄Π΄Π΅ΡΠΆΠΊΡ. ΠΠΎΠ΄ΡΠΎΠ±Π½Π΅Π΅ Π² Π³Π°ΠΉΠ΄Π΅ β