GCP Machine Learning Specialist

Pontoonglobal; United States; Sur place; USD 124 000 - 248 000; Plein temps

Résumé du poste

Remote Jobs seeks a GCP Machine Learning Specialist to design, develop, and deploy ML models on Google Cloud, leveraging Vertex AI and BigQuery.

You will collaborate with cross-functional teams to translate requirements into scalable ML solutions and ensure data pipelines are well-structured for ingestion, monitoring, and deployment.

Qualifications

• Experience with Google Cloud Platform, BigQuery and Vertex AI.
• Strong ML concepts, algorithms and model deployment experience.
• Proficient in Python and R.
• Solid data engineering and ETL understanding.
• Excellent written and spoken English for technical discussions and documentation.
• Entrepreneurial and proactive, able to work independently and propose improvements.

Responsabilités

• Design, develop, and deploy ML models on Google Cloud, with Vertex AI.
• Work with large-scale datasets using BigQuery for processing and feature engineering.
• Collaborate with business and tech teams to translate requirements into scalable ML solutions.
• Integrate ML pipelines with GCP data ingestion, monitoring, and deployment services.
• Prepare analytical reports and visualizations to inform data-driven decisions.

Connaissances

Google Cloud Platform

BigQuery

Vertex AI

Machine Learning

Python

R

Data engineering

ETL processes

English communication

Entrepreneurial attitude

Outils

BigQuery

Description du poste

Contractor Profile – GCP Machine Learning Specialist

Remote

Key Responsibilities

• Design, develop, and deploy machine learning models using Google Cloud Platform, particularly with Vertex AI.
• Work with large-scale datasets using BigQuery for data processing, analysis, and feature engineering.
• Collaborate with business and technical teams to translate requirements into scalable ML solutions.
• Integrate machine learning pipelines with other GCP services for data ingestion, monitoring, and deployment.
• Prepare analytical reports and visualizations that support data-driven decision-making.

Required Skills and Qualifications

• Proven experience working with Google Cloud Platform, especially BigQuery and Vertex AI.
• Strong background in machine learning concepts, algorithms, and model deployment.
• Solid programming experience in Python and R.
• Strong understanding of data engineering and ETL processes.
• Proficiency in spoken and written English, suitable for technical discussions and documentation.
• Entrepreneurial and proactive attitude, capable of working independently and proposing new solutions.