Entry-Level ML Engineer: Build & Deploy Real-World Models

Flexjet LLC; Cleveland (OH); On-site; USD 60,000 - 85,000; Full time

Job summary

Flexjet is seeking an entry-level Machine Learning Engineer to join our team. You will work alongside experienced engineers and data scientists to build, deploy, and maintain machine learning models.

This role offers hands-on experience with real-world ML systems and is ideal for someone early in their career eager to develop practical skills while collaborating across teams to solve business problems using data.

Qualifications

• Bachelor's degree in Computer Science, Data Science, Engineering, or related field (or equivalent practical experience).
• Basic proficiency in Python.
• Familiarity with machine learning 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 (basic)

ML concepts

scikit-learn

TensorFlow

PyTorch

Data structures & algorithms

SQL basics

Git basics

Education

Bachelor's degree in Computer Science/Data Science/Engineering or related field

Tools

scikit-learn

TensorFlow

PyTorch

Git

Job description

Flexjet is seeking an entry-level Machine Learning Engineer to join our team. You will work alongside experienced engineers and data scientists to build, deploy, and maintain machine learning models.

This role offers hands-on experience with real-world ML systems and is ideal for someone early in their career eager to develop practical skills while collaborating across teams to solve business problems using data.