Data & ML Engineer

CalidadSoft; Stati Uniti; Remoto; USD 90.000 - 140.000; Tempo pieno

Vantaggi offerti da questo lavoro

Remote work

Descrizione del lavoro

CalidadSoft is hiring a role focused on moving ML features from prototypes into production. You will design data pipelines, build APIs for model serving, and implement monitoring to ensure features behave as intended.

You will collaborate with client teams, applying your Python and cloud data platform experience to deliver reliable ML solutions for real-world products, in a fully remote setup.

Competenze

• Experience using Python for data pipelines and ML workflows.
• Experience with at least one cloud data platform or stack.
• Sound judgment about when machine learning is an appropriate solution.
• Ability to work with client engineering teams.

Mansioni

• Design and operate data pipelines that deliver data to product features.
• Build and release APIs that serve machine learning models.
• Define clear service expectations and monitoring for model-serving APIs.
• Partner with application engineers to integrate machine learning into existing products.
• Help clients make practical decisions about production use of AI features.

Conoscenze

Python

Client collaboration

ML applicability judgement

Strumenti

Cloud data platform

Descrizione del lavoro

Role overview

Help client teams take machine learning features from early prototypes into dependable production systems. The work spans the data pipelines that supply product features, model-serving APIs, and monitoring that helps teams assess whether those features are working as intended.

Responsibilities

• Design and operate data pipelines that deliver data to product features.
• Build and release APIs that serve machine learning models.
• Define clear service expectations and monitoring for model-serving APIs.
• Partner with application engineers to integrate machine learning into existing products.
• Help clients make practical decisions about production use of AI features.

Requirements

• Experience using Python.
• Experience with at least one cloud data platform or stack.
• Sound judgment about when machine learning is an appropriate solution.
• Ability to work with client engineering teams.

Benefits and work setup

• Full-time, remote role based in Poland.