Machine Learning Engineer

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

# Machine Learning EngineerFlexjetCleveland, OH, US2 days agoJob descriptionPOSITION SUMMARYFlexjet is seeking a motivated Entry-Level Machine Learning Engineer to join our team. In this role, you will work alongside experienced engineers and data scientists to build, deploy, and maintain machine learning models. This is an excellent opportunity for someone early in their career who is eager to develop hands-on experience with real-world ML systems.DUTIES & 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 behaviorREQUIRED SKILLS & 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 handlingPREFERRED QUALIFICATIONS• Internship, academic project, or personal project experience in machine learning• Familiarity with Git and version control• Exposure to cloud platforms (AWS, Azure, or Google Cloud)• Basic understanding of APIs or web services• Experience with data visualization tools (e.g., Matplotlib, Seaborn)• Strong willingness to learn and grow• Problem-solving mindset• Good communication and teamwork skills• Attention to detailFlexjet is an equal-opportunity employer. We aim to choose individuals who have the highest integrity; those who personify genuine concern for customers and fellow employees alike. More than anything, we look for individuals who grasp the importance of trust in an employer/employee relationship.