Senior AI/ML Engineer - Predictive Analytics

Placements24; Pretoria; On-site; ZAR 1,200,000 - 1,900,000; Full time

Benefits offered by this job

Relocation assistance

Health benefits

Career progression

Training & conferences

Paid time off

Job summary

Placements24 in Pretoria, Gauteng, SA, seeks a Senior AI/ML Engineer focused on Predictive Analytics to design, develop and deploy advanced ML models from large datasets. You will drive business insights and strategic decisions while collaborating with data engineers and software teams to put models into production.

The ideal candidate holds a Master’s or PhD in a quantitative field, with 5+ years of production ML experience, strong Python and ML library skills (TensorFlow, PyTorch,

Qualifications

• Master's or PhD in CS, Data Science, Stats, Math or related field.
• 5+ years of hands-on ML development and deployment in production.
• Proficiency in Python and ML libraries (TensorFlow, PyTorch, scikit-learn).
• Strong statistical modeling and data mining skills.
• Experience with cloud platforms and big data technologies is a plus; familiarity with MLOps desirable.

Responsibilities

• Design, develop, train, and deploy ML models for predictive analytics and forecasting.
• Work with large, diverse datasets; perform data cleaning and feature engineering.
• Implement and optimize regression, classification, clustering, and deep learning models.
• Collaborate with data engineers and software developers to productionize models.
• Evaluate models, run A/B tests, and iterate to improve accuracy and efficiency.
• Stay updated on AI/ML advances and communicate findings to stakeholders.
• Contribute to the AI/ML strategy and roadmap of the company.

Skills

Python

ML libraries

Statistical modeling

Data mining

Cloud platforms

MLOps

Education

Master's/PhD

Tools

TensorFlow

PyTorch

scikit-learn

Spark

Hadoop

Job description

About the Role

Our client, a prominent technology firm renowned for its innovative solutions and data-driven approach, is seeking a highly skilled Senior AI/ML Engineer specializing in Predictive Analytics. This critical role is based in **Pretoria**, Gauteng, ZA, where you will be responsible for designing, developing, and deploying sophisticated machine learning models that drive business insights and strategic decisions. You will work with large, complex datasets, leveraging cutting-edge algorithms and tools to build predictive systems that enhance operational efficiency and customer experience. We are looking for a candidate with a robust background in machine learning, deep learning, and statistical modeling, combined with a passion for solving real-world problems. This position offers an excellent opportunity to contribute to a forward-thinking company in the heart of **Pretoria**'s burgeoning tech scene.

Key Responsibilities

• Design, develop, train, and deploy machine learning models for predictive analytics, forecasting, and anomaly detection.
• Work with large, diverse datasets, performing data cleaning, feature engineering, and model selection.
• Implement and optimize various machine learning algorithms, including regression, classification, clustering, and deep learning architectures.
• Collaborate with data engineers and software developers to integrate ML models into production systems.
• Evaluate model performance, conduct A/B testing, and iterate on models to improve accuracy and efficiency.
• Stay current with the latest advancements in AI/ML research and technologies.
• Communicate complex findings and technical details to both technical and non-technical stakeholders.
• Contribute to the development of the company's AI/ML strategy and roadmap.

Requirements

• Master's or Ph.D. in Computer Science, Data Science, Statistics, Mathematics, or a related quantitative field.
• Minimum of 5 years of hands-on experience in developing and deploying machine learning models in a production environment.
• Proficiency in Python and relevant ML libraries (e.g., TensorFlow, PyTorch, scikit-learn).
• Strong understanding of statistical modeling, data mining, and machine learning techniques.
• Experience with cloud platforms (AWS, Azure, GCP) and big data technologies (e.g., Spark, Hadoop) is a plus.
• Excellent analytical and problem-solving skills.
• Strong communication and collaboration abilities.
• Experience with MLOps practices is highly desirable.
• Demonstrated ability to translate business problems into data science solutions.

Benefits

• Our client offers a competitive salary, excellent health and retirement benefits, and a stimulating work environment in **Pretoria**, Gauteng, ZA.
• You will have the opportunity to work on challenging projects with a talented team, utilize state-of-the-art technologies, and benefit from continuous learning and development opportunities.
• This includes access to advanced training, conferences, and a clear career progression path. The company culture promotes innovation and work-life balance.
• Further benefits include performance bonuses, relocation assistance for eligible candidates, and comprehensive paid time off. This is a prime opportunity to advance your AI/ML career in a leading technological organization.