Entry-Level ML Engineer: Build Real Models & Pipelines

LV Aero, LLC; Cleveland (OH); On-site; USD 65,000 - 85,000; Full time

Job summary

Flexjet in Cleveland, OH is seeking an Entry-Level Machine Learning Engineer to join our team. You will work with engineers and data scientists to build, deploy, and maintain ML models in production.

This role is ideal for someone early in their career who wants hands-on experience with real-world ML systems, data pipelines, and model monitoring, with mentorship and collaborative problem solving.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Engineering, or related field (or equivalent practical experience).
• Basic proficiency in Python.
• Familiarity with ML concepts (regression, classification, clustering).
• Experience with libraries such as scikit-learn, TensorFlow, or PyTorch (academic or project-based).
• Understanding of data structures and algorithms fundamentals.
• Basic knowledge of SQL and data handling.

Responsibilities

• Assist in developing and training machine learning models.
• Support the creation and maintenance of data pipelines.
• Help deploy ML models into production under guidance.
• Clean, preprocess, and analyze datasets for model training.
• Collaborate with team members to solve business problems using data.
• Monitor model performance and help troubleshoot issues.
• Document code, processes, and model behavior.

Skills

Python

Machine learning concepts

Data handling

SQL

Communication

Education

Bachelor's degree in CS/Data Science/Engineering

Tools

scikit-learn

TensorFlow

PyTorch

Git

Cloud basics (AWS/Azure/GCP)

Job description

Flexjet in Cleveland, OH is seeking an Entry-Level Machine Learning Engineer to join our team. You will work with engineers and data scientists to build, deploy, and maintain ML models in production.

This role is ideal for someone early in their career who wants hands-on experience with real-world ML systems, data pipelines, and model monitoring, with mentorship and collaborative problem solving.