Machine Learning / Manual AI Developer - EST Working Hours (Remote)

Position Overview

• Location Type: Remote
• Job Type: Not specified in original text
• Salary: Not specified in original text
• Working Hours: EST

ISTA Personnel Solutions South Africa, a global BPO company, is partnering with a leading healthcare staffing solutions provider in the USA. We are seeking a skilled Machine Learning Specialist to develop and implement machine learning models to solve complex business problems.

Requirements

• Technical Skills:
  • Strong problem-solving and coding skills.
  • Proven experience building machine learning models with strong results.
  • Experience with Random Forest, Gradient Boosting, and AutoML.
  • Proficiency in Python for data analysis and building dashboards using libraries like Dash, Streamlit, Panel, and Bokeh.
• Soft Skills:
  • Excellent written English skills for clear and concise communication.
  • Highly organized and detail-oriented with the ability to manage multiple tasks while maintaining quality.
  • Strong time management skills with the ability to prioritize and meet deadlines in a fast-paced environment.
  • Collaborative mindset, capable of working well within a team and taking ownership of projects.

Responsibilities

• Develop and implement machine learning models from scratch to address complex business challenges.
• Utilize algorithms such as Random Forest, Gradient Boosting, and AutoML to enhance model performance.
• Ensure models are scalable and maintainable.
• Conduct detailed data analysis to extract meaningful insights.
• Perform feature engineering to improve model accuracy.
• Validate and clean data to ensure high-quality datasets for model training.
• Communicate findings and recommendations effectively to stakeholders.
• Collaborate with team members to integrate models into existing systems and workflows.
• Create dashboards and visualizations using Python libraries (Dash, Streamlit, Panel, Bokeh).
• Present data-driven insights through interactive and user-friendly dashboards.
• Provide regular reports on model performance and business impact.
• Apply machine learning techniques to healthcare-specific problems.

Application Instructions

• This role is exclusively for South African Citizens.
• A mandatory fixed fibre line with a minimum speed of 25 Mbps (upload & download) is required, capable of supporting a wired Ethernet connection.
• A reliable power backup solution is necessary to manage load shedding and power outages.
• Applications without a fixed fibre line or power backup will not be considered.
• If you have not been contacted within 14 working days, please consider your application unsuccessful.

Company Information

ISTA Personnel Solutions South Africa is a global BPO company partnering with a leading provider of healthcare staffing solutions based in the USA.