Machine Learning Engineer
Bellville, Western Cape, ZA
ZAR 660K-780K (estimate) Senior-level Full Time
Tasks
- Build and maintain deployment pipelines
- Containerize ML components
- Create documentation and run mentoring
- Create tooling for scalable ML development
- Deploy and optimize machine learning models
- Design production ML AI pipelines
- Implement DevOps practices for ML lifecycle
- Implement model versioning and validation
- Integrate version control
- Monitor models in production
- Orchestrate deployments
- Perform root cause analysis
- Provide AI ML solution architecture guidance
- Run model monitoring and data drift detection
- Set up model retraining workflows
- Troubleshoot infrastructure and application issues
Perks/Benefits
Skills/Tech-stack
AWS | Amazon ECS | Amazon EKS | Amazon SageMaker | Artificial Intelligence | Azure | CI/CD | Cloud Native | Cloud Security | Cloud platform | CloudFormation | Container Orchestration | Dask | Data Drift | Data Drift Detection | Debugging | Distributed Computing | Docker | Drift Detection | GitOps | Google Cloud | Google Cloud Platform | Google Kubernetes | Google Kubernetes Engine | Infrastructure as Code | Kubeflow | Kubernetes | Kubernetes Engine | MLOps | MLflow | Machine Learning | Model Monitoring | Networking Fundamentals | Pulumi | Ray | Spark | Terraform | Vertex AI | “as-code”
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
Junior Data Engineer ZAR 228K-264KAmazon Redshift | Amazon Web Services | Apache Airflow | Apache Flink | Apache KafkaAutonomy | Flexible work practices | Learning and development support | Remote-firstEntry-level Full TimePortugal; South Africa R1d ago
-
Data Engineer ZAR 450K-500KAWS | Airflow | Amazon Redshift | Apache Flink | Apache SparkFlexible work practices | Learning and development | Mentorship | Remote workMid-level Full TimePortugal; South Africa R1d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Remote work | Supportive managementMid-level Full TimeCape Town, South Africa1d ago
-
Senior-level Full Time1 First Place, Cnr Simmonds & …1d ago
-
Machine Learning Engineer ZAR 745K-860KAI Platform | AWS SageMaker | Airflow | Artificial Intelligence | Azure Machine LearningSenior-level Full TimeJohannesburg, South Africa1d ago
-
Data Science Lead ZAR 600K-730KDashboarding | Data Architecture | Data Mining | Data Modeling | Data analyticsSenior-level Full TimeJohannesburg, South Africa1d ago
-
API Integration | Airflow | Apache Beam | Automl | BashRemote work | US time zone alignmentMid-level Full TimeSouth Africa - Remote R1d ago
-
AWS | Agile | Amazon Redshift | Amazon Web Services | Apache AirflowCompetitive pay | Growth opportunities | Remote work | US time zone collaborationMid-level Full TimeSouth Africa - Cape Town3d ago
-
Bash | Cloud platform | Data Processing | Docker | Google CloudAsynchronous culture | Entrepreneurial environment | Laid-back atmosphere | Remote workMid-level Full TimeJohannesburg, South Africa6d ago
-
Senior-level Full TimeSouth Africa - Remote R6d ago
-
Senior Data Engineer ZAR 505K-510KAWS | Airflow | Amazon EC2 | Amazon EKS | Amazon RDSCompany wide festive season break | Employee assistance program | Sports leave | Study leave | Time off for non profit volunteeringSenior-level Full TimeCape Town, South Africa; Remote - … R7d ago
-
Agentic AI Developer - Senior Consultant ZAR 500K-720KAPI Design | ASP.Net Core | AWS | Angular | AzureSenior-level Full TimeJohannesburg, GP, South Africa7d ago
-
Analytics Engineer II ZAR 780K-920KAggregation | Airflow | CI/CD | Cloud Data | Cloud Data PlatformsSenior-level Full TimeStellenbosch, ZA7d ago
-
Senior Data Platform Engineer ZAR 700K-860KAI Search | Apache Airflow | BigQuery | Cloud Composer | Cloud DataflowCommunity groups | Employee resource groups | Flexible wellbeing supportSenior-level Full TimeCape Town, Western Cape, South Africa7d ago
-
DevOps Engineer (Senior) ZAR 700K-840KAutomation | Cloud Architecture | Cloud platform | Database Administration | DevOpsHybrid work | Renewable contractSenior-level ContractJohannesburg, South Africa9d ago
-
Agile | Azure Data | Azure Data Factory | Azure DevOps | CI/CDHybrid workMid-level Full TimeCape Town, South Africa9d ago
-
Ai Developer ZAR 240K-360KComputer Vision | Data Analysis | Data Preprocessing | Deep learning | Feature EngineeringFlexible working hours | Remote workMid-level Full TimeSouth Africa - Remote R9d ago
-
Data Scientist (Data Visualization Specialist) ZAR 420K-480KAgile | Batch Processing | D3.js | Data Architecture | Data ModelingMid-level Full TimeCape Town, Western Cape, South Africa10d ago
-
Principal Data Engineer ZAR 700K-840KAWS | Airflow | Azure | BigQuery | CI/CDLoyalty reward | Medical benefits | Paid sick leave | Parental leave | Wellbeing daysSenior-level Full TimeCape Town, South Africa10d ago
-
Algorithm Development | Computer Vision | Language Processing | Machine Learning | Machine learning researchMid-level ContractCape Town, South Africa11d ago
-
Automation & AI Engineer ZAR 480K-540KAWS | DBT | GPT | Node.js | PostgreSQLAgency and optionality | Birthday leave | Exclusive shopping discount | Paid holiday | Startup securitySenior-level Full TimeCape Town11d ago
-
ARM | Active Directory | Agile | Apache Spark | AuthenticationSenior-level Full TimeJohannesburg, South Africa15d ago
-
Senior Data Engineer ZAR 700K-840KAWS | Agile | Apache Spark | Azure | CI/CD25 days annual leave | 30 days annual leave after each year | Cycle to work scheme | Discounted gym membership | Employee-led clubs and eventsSenior-level Full TimeNewcastle15d ago
-
Data Engineer III ZAR 504K-609KAWS Lambda | Agent2Agent Protocols | Amazon RDS | Amazon Redshift | Amazon S3Adoption benefits | Family benefits | Flexible working hours | Medical aid | Retirement planSenior-level Full TimeSouth Africa - Cape Town15d ago
-
Data Engineer III ZAR 504K-609KAWS Lambda | Agentic AI | Amazon RDS | Amazon Redshift | Amazon S3Flexible hours | Medical aid | Modern family benefits | Retirement plan | SabbaticalSenior-level Full TimeSouth Africa - Cape Town15d ago