Predictive ML Engineer - Hybrid, Growth & Impact

Placements24; Redmond (WA); Hybrid; USD 55,000 - 91,000; Full time

Benefits offered by this job

Hybrid work model

Job summary

Placements24 in Welkom, South Africa, is seeking a Machine Learning Engineer to design, train, and deploy models for predictive analytics. You will build robust data pipelines, collaborate with data scientists, and translate research into production-ready code.

The role emphasizes MLOps, CI/CD for ML, model monitoring, and scalability across business functions in a forward-thinking environment. Hybrid work options are available.

Qualifications

• Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related quantitative field.
• 2+ years of professional experience as a Machine Learning Engineer or a similar role.
• Strong programming skills in Python, with experience in libraries such as pandas, NumPy, scikit-learn.
• Proficiency with deep learning frameworks such as TensorFlow or PyTorch.
• Experience with data processing and database technologies (SQL, NoSQL).
• Understanding of cloud platforms (AWS, Azure, GCP) and their ML services.
• Familiarity with MLOps principles and tools is a plus.
• Excellent problem-solving and analytical skills.

Responsibilities

• Design, develop, train, and deploy machine learning models for predictive analytics, forecasting, and classification tasks.
• Build and maintain robust data pipelines for model training and inference, ensuring data quality and integrity.
• Implement and optimize ML algorithms, focusing on efficiency, scalability, and accuracy.
• Collaborate with data scientists to translate research models into production-ready code.
• Monitor model performance in production, identify drift, and implement retraining strategies as needed.
• Develop and maintain MLOps practices, including CI/CD pipelines for ML models.
• Work closely with software engineering teams to integrate ML models into existing applications and systems.
• Document ML models, pipelines, and experimental results thoroughly.

Skills

Python

ML model deployment

Data pipelines

Education

Bachelor's or Master's in CS/Data Science/Statistics

Tools

TensorFlow

PyTorch

scikit-learn

Pandas

NumPy

Job description

Placements24 in Welkom, South Africa, is seeking a Machine Learning Engineer to design, train, and deploy models for predictive analytics. You will build robust data pipelines, collaborate with data scientists, and translate research into production-ready code.

The role emphasizes MLOps, CI/CD for ML, model monitoring, and scalability across business functions in a forward-thinking environment. Hybrid work options are available.