Machine Learning Engineer, Entry Level

Emonics LLCabout 2 months ago
Los Angeles, CA, United States
Remote
Full-time
Beginner Level (< 1 year)

Job Description

Position Overview

We are hiring a Machine Learning Engineer to help design, build, and deploy ML solutions. This role focuses on turning models into reliable systems and collaborating with engineering teams to operationalize ML.

Key Responsibilities

  • Develop and train ML models with reproducible pipelines
  • Build data preprocessing workflows and feature generation
  • Deploy models to production and monitor performance
  • Work with stakeholders to define success metrics and test outcomes
  • Document experiments and contribute to best practices

Required Qualifications

  • Degree in CS, Data Science, Engineering, or related field
  • Strong Python, data handling (pandas), and ML fundamentals
  • Familiarity with scikit-learn and basic model evaluation
  • Understanding of software engineering basics (Git, testing, modular code)

Preferred Qualifications

  • PyTorch or TensorFlow
  • Experience with ML pipelines, Airflow, or workflow orchestration
  • Exposure to CI/CD, Docker, and cloud services

Required Skills

ML pipeline development
model deployment
pandas
ML fundamentals
scikit-learn
Git
Python