Senior Machine Learning Engineer
Tasks
- Deploy production ML models
- Design scalable ML pipelines
- Detect model drift
- Ensure compliance aware model governance
- Implement CI/CD for model deployment
- Implement automated testing for pipelines
- Implement real-time model monitoring
- Integrate models into APIs and services
- Maintain technical documentation for ML systems
- Mentor junior machine learning engineers
- Orchestrate services with Kubernetes
- Track model lineage
- Use Docker for model containerization
- Validate data for model training and inference
Perks/Benefits
- Cell phone allowance
- Data benefits
- Fibre connection discount
- Health insurance
- Retirement benefits
- Risk benefits
- Staff discounts
Skills/Tech-stack
AWS EC2 | AWS IAM | AWS KMS | AWS S3 | Amazon CloudWatch | Amazon EKS | Amazon SageMaker | Apache Airflow | Bash | CI/CD | Databricks | Docker | Encryption | Evidently AI | Feast | Feature Store | Grafana | Kubeflow | Kubernetes | MLflow | Model versioning | Prometheus | PyTorch | Python | RBAC | SQL | Scikit-learn | TensorFlow | Terraform | XGBoost
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Process Automation Engineer (AI/ML) ZAR 450K-580KAPI Integration | Anomaly Detection | Classification | Lean Six Sigma | Machine LearningMid-level Full TimeJohannesburg, South Africa23h ago
-
Senior-level Full TimeEgypt R1d ago
-
Senior Data Scientist (OVA5666) ZAR 780K-1200KApache Spark | Azure Data | Azure Data Lake | Azure Data Lake Storage | Azure KubernetesSenior-level Full TimeJohannesburg, South Africa1d ago
-
Data Engineer ZAR 660K-780KAPI Development | Ab Initio | Agile delivery | Azure Data | Azure Data FactorySenior-level Full TimeJohannesburg, ZA1d ago
-
Bash | Data Ingestion | Data Processing | Docker | GCPMid-level Full TimeJohannesburg, South Africa2d ago
-
Machine Learning Engineer ZAR 780K-860KAI Agents | AI Services | Azure AI | Azure AI Services | Azure OpenAISenior-level Full TimeSandton - 1 Discovery Place, GP, …2d ago
-
Embedded Software Development Engineer ZAR 420K-504KARM | C# | Electronic schematics | Embedded System | Embedded System ArchitectureDisability programs | Hybrid work | Life insurance | Private medical care | Tailored financial programsMid-level Full TimeZA-Century City-Cape Town-The Matrix 2G and …2d ago
-
Senior Data Engineer - Agents Systems GBP 97K-136KApache Flink | Data Contracts | Data Processing | Data Quality | Feature StoreSenior-level Full TimeUnited Kingdom3d ago
-
Senior Data Engineer - AI Infrastructure GBP 101K-136KApache Flink | Data Contracts | Data Pipelines | Data Quality | Feature StoreSenior-level Full TimeUnited Kingdom3d ago
-
Senior Data Platform Consultant ZAR 600K-730KAWS | Azure | CI/CD | Classification | Data EngineeringHybrid workSenior-level Full TimeCape Town, South Africa R3d ago
-
AWS | Amazon Redshift | Apache Airflow | Azure | BigQueryCareer growth opportunities | Collaborative culture | Continuous learning | Flexible working arrangements | Fully remoteSenior-level Full TimeSouth Africa - Remote R3d ago
-
Senior-level Full TimeCape Town, South Africa4d ago
-
Bash | Cloud platform | Cost Optimization | Data Pipelines | Distributed SystemsAccess to cutting-edge technology | Autonomy | Collaborative culture | Distributed first | Fully remoteSenior-level Full TimeSouth Africa R4d ago
-
AI Development Specialist (Azure) OVA5342 ZAR 840K-1080K.NET | AI Search | AI Studio | AKS | API ManagementSenior-level Full TimeJohannesburg, South Africa4d ago
-
Mid-level Full TimeJohannesburg, ZA4d ago
-
AI Data | AI data pipelines | AWS | Access Management | AzureCompetitive pay | Growth opportunities | Remote work flexibilitySenior-level Full TimeHonduras - Tegucigalpa7d ago
-
AI readiness | AI workflows | AWS | Access Control | Access ManagementRemote work | US time zone collaboration | Video interview requirementSenior-level Full TimeArgentina - Buenos Aires7d ago
-
Senior Applied AI Engineer – Prompting & Evaluation ZAR 450K-650KAgentic Workflows | Azure OpenAI | Context design | Embeddings | GitHub CopilotCoaching and mentoring culture | Community of Practice | Hybrid work policy | Travel between UK and South Africa officesSenior-level Full TimeJohannesburg, SA, ZA | Stellenbosch, SA, …7d ago
-
Mid-level ContractJohannesburg, South Africa8d ago
-
Machine Learning Engineer ZAR 420K-480KAutomation | Azure Machine Learning | Data analytics | Databricks | Machine LearningMid-level Full TimeSandton - 1 Discovery Place, GP, …8d ago
-
Azure | CI/CD | Data Governance | Data Lineage | Data PipelinesSenior-level ContractSandton, South Africa9d ago
-
Data Engineer ZAR 348K-420KAWS | AWS CDK | Azure | Azure Data | Azure Data FactoryGrowth opportunities | Hybrid work environment | Learning opportunities | Medical aid | Provident fundMid-level Full TimeJohannesburg, ZA9d ago
-
Senior-level Full TimeJohannesburg, South Africa10d ago
-
Senior-level Full TimeCape Town, South Africa10d ago
-
Senior-level Full TimeDurban, South Africa10d ago