17 oct
|
Unosquare
|
Colombia
17 oct
Unosquare
Colombia
Senior ML Engineer, Data Platform
? Remote ? Colombia
About the Role
Join a product-minded team building a multitenant SaaS platform with data at its core. You’ll design and ship the services behind inventory tracking, order generation, optimization, and forecasting. You’ll take high-level problems and turn them into reliable software through research, critical thinking, and solid engineering practice, with data quality built into everything you ship.
What You’ll Do
• Design, build, and ship Python/FastAPI services for inventory tracking, order generation, optimization, and forecasting.
• Model, tune, and evolve Postgres schemas, including migrations and performance work.
• Take ML models into production: packaging, deployment, monitoring, and retraining.
• Use Vertex AI for artifact tracking, batch scoring, and online inference.
• Run containerized workloads on AWS and Kubernetes, with CI/CD and observability.
• Build integrations across APIs, flat files, EDI, and database connectors, and handle data modeling and reconciliation.
• Build internal dashboards, alerts,
and simple tools with TypeScript and React.
• Apply multitenant SaaS principles: tenant isolation, authentication, and RBAC.
Required Qualifications
• Strong data engineering background plus applied ML experience in production.
• Python and FastAPI for service development.
• SQL and Postgres, including schema design, performance tuning, and migrations.
• TypeScript and React for internal dashboards, alerts, and simple tools.
• AWS proficiency, including containerized workloads on Kubernetes, CI/CD, and observability.
• Practical MLOps: model packaging, deployment, monitoring, and retraining.
• Vertex AI experience for artifact tracking, batch scoring, and online inference.
• Multitenant SaaS concepts: tenant isolation, auth, and RBAC.
• Integration patterns across APIs, flat files, EDI, and database connectors.
• Data modeling and reconciliation.
• Product mindset, clear communication, and comfort w
📌 Senior ML Engineer, Data Platform (Colombia)
🏢 Unosquare
📍 Colombia