Senior ML Engineer - Remote, MLOps & Production Systems

Look4IT; United States; Remote; USD 140,000 - 200,000; Full time

Benefits offered by this job

B2B contract

Mature engineering culture

Collaborative environment

Access to modern technologies

Knowledge sharing culture

Job summary

Look4IT is seeking a Senior Machine Learning Engineer for a fully remote role, contributing to a globally deployed recommender system. You will enhance the ML platform's architecture, deployment processes, and operational backbone with a strong focus on MLOps, AWS, and production-ready pipelines.

You will lead CI/CD, experiment tracking with MLflow, and collaborate with data scientists, engineers, and stakeholders to ensure scalable, reliable ML solutions.

Qualifications

• 5+ years of professional experience in Machine Learning Engineering.
• Experience deploying and maintaining production ML systems.
• Expert-level Python skills and knowledge of the data science ecosystem.
• Hands-on experience with AWS, preferably AWS SageMaker.
• Strong knowledge of MLOps practices and lifecycle.
• Practical experience with MLflow.
• Experience with GitLab CI/CD.
• Experience with PyTorch or TensorFlow.
• Experience designing and building scalable ML and data pipelines.
• Experience with ML system monitoring and observability.
• Ability to design, document, and communicate complex technical architectures.
• Experience mentoring and providing technical guidance to other engineers and data scientists.
• Strong communication and stakeholder management skills.
• Bachelor's degree in Computer Science, Engineering, or a related technical field, or equivalent practical experience

Responsibilities

• Drive and improve MLOps across the ML environment.
• Build and optimize CI/CD pipelines using GitLab.
• Implement ML experiment tracking and model management with MLflow.
• Productionize ML models using AWS SageMaker.
• Design and maintain scalable ML and data pipelines.
• Develop Python-based ML and data infrastructure.
• Implement monitoring and observability for ML systems.
• Provide technical guidance and mentoring to Data Scientists, Data Engineers, and MLOps Engineers.
• Collaborate with Product Managers, Data Scientists, Engineers, and business stakeholders.
• Evaluating and introducing new technologies to improve ML capabilities.

Skills

Python

MLOps

CI/CD

Data pipelines

Model deployment

Mentoring

Communication

Stakeholder management

Education

Bachelor's degree in CS/Engineering

Tools

GitLab CI/CD

MLflow

SageMaker

PyTorch

TensorFlow

Job description

Look4IT is seeking a Senior Machine Learning Engineer for a fully remote role, contributing to a globally deployed recommender system. You will enhance the ML platform's architecture, deployment processes, and operational backbone with a strong focus on MLOps, AWS, and production-ready pipelines.

You will lead CI/CD, experiment tracking with MLflow, and collaborate with data scientists, engineers, and stakeholders to ensure scalable, reliable ML solutions.