MLOps Engineer: Build & Deploy ML Pipelines

GCS Recruitment; United States; Remote; USD 90,000 - 130,000; Full time

Job summary

GCS Recruitment seeks a technically skilled ML Engineer to implement and refine machine learning algorithms across products. You will build data pipelines for ingestion, validation, cleaning, and monitoring, then train, validate, and deploy models into production.

You will also contribute to proof-of-concept studies, write documentation, and perform testing and evaluations to support future development.

Qualifications

• Bachelor's degree in computer science, computer engineering, mathematics, or related field.
• Experience with ML, DL, data mining, or statistical analysis and deploying/monitoring models.
• Strong programming skills in Python, Java or Scala.

Responsibilities

• Implement, refine, and validate machine learning algorithms for products.
• Build data pipelines with ingest, validation, cleaning, and monitoring.
• Train, validate, and deploy ML models into production.
• Document requirements, evaluations, and test results; contribute to studies.

Skills

ML/DL

Model deployment

Python/Java/Scala

Documentation

Education

Bachelor's degree in computer science or related field

Tools

Kafka

Spark

Docker

Job description

GCS Recruitment seeks a technically skilled ML Engineer to implement and refine machine learning algorithms across products. You will build data pipelines for ingestion, validation, cleaning, and monitoring, then train, validate, and deploy models into production.

You will also contribute to proof-of-concept studies, write documentation, and perform testing and evaluations to support future development.