Machine Learning Engineer

Job Description

As a Machine Learning Engineer at Tech Innovations Inc., you will harness the power of AI to create cutting-edge algorithms and predictive models. Your expertise will contribute to developing innovative solutions that optimize business processes in various industries. Join our dynamic team and be a part of the AI revolution in Johannesburg.

Responsibilities

• Implement end-to-end machine learning pipelines from data ingestion to model deployment.
• Conduct thorough testing and validation of machine learning solutions.
• Identify areas for improvement and propose innovative solutions.
• Collaborate in an Agile environment to drive projects forward.
• Communicate complex concepts effectively to diverse audiences.
• Contribute to open-source ML projects and engage with the community.

Requirements

Education

• Bachelor's degree in Computer Science, Mathematics, or a related field
• Master's degree in Data Science is an advantage

Experience

• 3+ years of experience in applying machine learning techniques

Technical Skills

• Python
• Deep Learning
• Natural Language Processing
• Data Mining

Soft Skills

• Critical thinking
• Project Management

Certifications

• Google Cloud Professional Data Engineer
• Data Science Certification from a recognized institution

Languages

• English: Fluent

Advantageous

• Familiarity with reinforcement learning techniques: Experience in applying reinforcement learning models to real-world problems.
• Experience in building APIs for ML models: Knowledge of how to deploy models and build APIs for integration.

Benefits

• Full health, dental, and vision coverage
• Generous leave policies including parental leave
• Annual training budget for courses and conferences
• Wellness initiatives and staff outings

Company Culture

• Continuous Improvement: We focus on ongoing learning and improvement, encouraging staff to upskill and innovate.
• Team Spirit: We promote a strong sense of unity and teamwork within our organization.
• Work-Life Balance: We believe in keeping a healthy balance between work and personal life for all employees.