Production ML Engineer: Build & Deploy High-Impact Models

Sybrin Group; Johannesburg; On-site; ZAR 600 000 - 800 000; Full time

Job summary

A leading IT software development company in Johannesburg is seeking a Machine Learning Engineer to develop and implement innovative machine learning solutions. The ideal candidate should possess a Bachelor's degree in a relevant field and have 3-5 years of experience. Responsibilities include designing and deploying machine learning models, collaborating with cross-functional teams, and ensuring best practices in code quality. A strong understanding of machine learning frameworks and algorithms is essential. This role offers opportunities for professional growth and learning.

Qualifications

• 3-5 years of experience in machine learning or software development.
• Familiarity with machine learning models and algorithms.
• Experience with ISO standards for Quality, Security, and Privacy.

Responsibilities

• Designing and developing machine learning models.
• Performing data preprocessing and feature engineering.
• Evaluating and optimizing model performance.
• Collaborating to define project requirements.
• Implementing and deploying machine learning models.

Skills

Machine Learning Frameworks

Data Labelling

Data Processing

Algorithms

Model Development

Model Deployment

APIs

Version Control Systems

Data Visualization

Cloud Platforms

Analytical thinking

Problem-solving

Effective communication

Education

Bachelor's degree in Computer Science, Data Science, Statistics, or related field

Tools

PyTorch

TensorFlow

FastAPI

Docker

Pandas

NumPy

SciPy

Roboflow

CVAT

Git

DVC

Matplotlib

Seaborn

Plotly

Job description

A leading IT software development company in Johannesburg is seeking a Machine Learning Engineer to develop and implement innovative machine learning solutions. The ideal candidate should possess a Bachelor's degree in a relevant field and have 3-5 years of experience. Responsibilities include designing and deploying machine learning models, collaborating with cross-functional teams, and ensuring best practices in code quality. A strong understanding of machine learning frameworks and algorithms is essential. This role offers opportunities for professional growth and learning.