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Machine Learning Engineer - Predictive Modeling

Remote / Online - Candidates ideally in
South Africa
Listing for: Placements24
Remote/Work from Home position
Listed on 2026-11-01
Job specializations:
  • Software Development
    Machine Learning/ ML Engineer, AI Engineer (Applied/Software), Data Scientist
Job Description & How to Apply Below
About the Role

Our client, a dynamic innovator in AI and emerging technologies, is actively seeking a highly skilled Machine Learning Engineer to join their growing team. This is a fully remote position, enabling you to contribute to cutting-edge projects from the comfort of your home office. You will be instrumental in developing and deploying sophisticated predictive models that drive business intelligence and operational efficiency.

Your work will involve the entire ML lifecycle, from data preprocessing and feature engineering to model training, validation, and deployment. We are dedicated to building a world-class remote workforce, providing a supportive and collaborative environment for all team members. This role is perfect for a proactive engineer who is passionate about leveraging data to solve complex problems and eager to make a tangible impact.

You will work with vast datasets and cutting-edge tools to build intelligent systems that predict future trends and outcomes. Join us in shaping the future of data-driven insights and strategic decision-making through advanced AI.

Key Responsibilities
  • Design, build, and maintain robust machine learning pipelines for predictive modeling.
  • Develop and implement algorithms for classification, regression, clustering, and time-series forecasting.
  • Perform data exploration, cleaning, and feature engineering on large and complex datasets.
  • Train, evaluate, and fine-tune ML models using various frameworks and libraries.
  • Deploy ML models into production environments, ensuring scalability and reliability.
  • Monitor model performance in production and implement strategies for retraining and updates.
  • Collaborate with data scientists, software engineers, and business analysts to understand requirements and deliver solutions.
  • Automate ML workflows and processes to improve efficiency.
  • Stay up-to-date with the latest advancements in machine learning and predictive analytics.
  • Document methodologies, experiments, and results thoroughly.
Requirements
  • Bachelor's or Master's degree in Computer Science, Statistics, Data Science, or a related quantitative field.
  • Proven experience (3+ years) as a Machine Learning Engineer or in a similar role focused on predictive modeling.
  • Strong programming skills in Python and proficiency with ML libraries (e.g., Scikit-learn, Tensor Flow, PyTorch, Keras).
  • Experience with data manipulation and analysis tools (e.g., Pandas, Num Py, SQL).
  • Solid understanding of statistical concepts and machine learning algorithms.
  • Experience with cloud platforms (AWS, Azure, GCP) and MLOps practices is a plus.
  • Ability to work effectively in a fully remote and collaborative team environment.
  • Excellent problem-solving skills and attention to detail.
  • Strong communication skills, with the ability to explain technical concepts clearly.
  • A proactive and self-motivated approach to tackling challenges.
Benefits
  • Highly competitive salary and potential for performance bonuses.
  • Comprehensive health and wellness benefits package.
  • Generous paid time off and flexible working hours.
  • Opportunities for professional development, including online courses and virtual conferences.
  • Access to advanced cloud computing resources for ML development.
  • A collaborative and supportive remote-first work culture.
  • The chance to work on impactful projects that leverage data for significant business outcomes.
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