Senior ML Engineer
Cape Town, Western Cape, South Africa
A ZAR 745K-1200K (estimate) Senior-level Full Time
Tasks
- Automate model retraining monitoring and logging
- Build and maintain CI CD pipelines for model deployments
- Collaborate with data scientists and engineers to align solutions with business needs
- Contribute to AI/ML strategy
- Design develop deploy machine learning models
- Develop ETL ELT pipelines for data preprocessing and feature engineering
- Ensure compliance with regulatory and security standards
- Implement observability and monitoring
- Monitor models in production for reliability and high availability
- Optimize machine learning models for real time decisioning
- Participate in on-call rotation
- Process datasets with Redshift for model training
- Provide guidance to junior engineers
- Troubleshoot and optimize production systems
Perks/Benefits
Skills/Tech-stack
AWS Lambda | Amazon CloudWatch | Amazon EKS | Amazon Redshift | Amazon SageMaker | Control-M | Docker | ELT | ETL | Fluent-bit | GitHub Actions | Grafana | Kibana | Kubernetes | MLOps | Machine Learning | OpenSearch | Prometheus | PySpark | PyTorch | Python | Real Time | Real-time Machine Learning | SQL | Scikit-learn | TensorFlow | Terraform
Education
N/A
Related jobs
-
Anomaly Detection | Data Modeling | Data Pipelines | Docker | JavaScriptCareer growth opportunities | Flexible work environment | Remote workMid-level Full TimeSouth Africa R18h ago
-
API Gateway | AWS Lambda | Access Control | Agent systems | Amazon APISenior-level ContractJohannesburg, South Africa1d ago
-
Accelerate | Deep learning | Diffusers | Generative AI | Hugging FaceAutonomy and ownership | Career growth opportunities | Flexible globally distributed work environment | Fully remote work | Global collaborationMid-level Full TimeSouth Africa R1d ago
-
Data Curation | Deep learning | Distributed Training | GPU Training | JAXAccess to high performance GPU clusters | Collaborative global culture | Flexible work schedule | Fully remote | Professional growth opportunitiesSenior-level Full TimeSouth Africa R1d ago
-
AWS | Azure | Embeddings | GCP | Hugging FaceFlexible work environment | Fully remote | Growth opportunities | Remote distributed team experienceSenior-level Full TimeSouth Africa - Remote R1d ago
-
Data Engineer ZAR 420K-500KApache Airflow | Apache Spark | Data Governance | Data Modeling | DockerCredit and Criminal Record Check | Curro School Fees Benefit | Employee assistance programme | Financial Services Assistance | Free Sleep CoachingMid-level Full TimeCape Town, South Africa1d ago
-
API Security | Access Control | Airflow | Amazon Redshift | AuthenticationFlexible schedule | Remote workSenior-level Full TimeSouth Africa - Remote R4d ago
-
Application Support Engineer ZAR 300K-420KAgile | Ataccama | Cause analysis | Change Management | CollibraMid-level Full Time15 Alice Lane, South Africa4d ago
-
Principal Specialist VodaPay Insights and Analytics ZAR 540K-720KA/B | A/B Testing | B testing | CVM Analytics | Customer SegmentationCell phone benefits | Data benefits | Fibre connection discounts | Medical aid | Retirement benefitsSenior-level Full TimeMidrand, ZA4d ago
-
AWS | AWS Bedrock | AWS SageMaker | Cloud Computing | Computer VisionFlexible scheduling | Fully remote | Paid training | Stable internet freedomMid-level Full TimeSouth Africa R5d ago
-
Machine Learning Engineer ZAR 420K-600KAirflow | Amazon SageMaker | CI/CD | Docker | Feature EngineeringAgile environment | Collaborative culture | Feedback and empathy | Freedom and responsibility | Self-organizationMid-level Full TimeSouth Africa - Remote R5d ago
-
Data Engineer ZAR 420K-480KAPI | Amazon Redshift | Amazon Web Services | Amazon Web Services (AWS) | Apache SparkMid-level Full TimePinelands, South Africa5d ago
-
Senior-level Full TimePretoria, South Africa6d ago
-
Senior Cloud Data Engineer ZAR 780K-920KApache Airflow | Apache Beam | Apache Spark | Cloud platform | Data GovernanceIn-office workSenior-level Full TimeCape Town, Western Cape, South Africa6d ago
-
Apache Flink | Apache Spark | Data Analysis | Exploratory Data Analysis | Feature EngineeringCross-functional collaboration | Knowledge sharing | MentorshipSenior-level Full TimeJohannesburg, GP, South Africa6d ago
-
Intermediate Data Engineer ZAR 396K-480KApache Airflow | Azure Data | Azure Data Factory | Azure DevOps | Azure FunctionsHybrid work modelMid-level Full TimeSandton, GP, South Africa6d ago
-
Senior-level Full TimeSouth Africa - Remote R6d ago
-
AI Lead (SAMY backbone) ZAR 500K-600KAPIs | Agent systems | Data Governance | Data Modeling | Data integrationCareer growth opportunities | Cool Gadgets Provided | Entrepreneurial Ecosystem | Flexible working hours | Global Referral ProgramSenior-level Full TimeCape Town, Western Cape, South Africa7d ago
-
Head Modelling & Analytics ZAR 750K-840KALM | Cash Flow | Cash flow modeling | Classification | Data AnalysisExecutive-level Full Time15 Alice Lane, South Africa7d ago
-
Embedded Software Development Engineer ZAR 300K-420KARM | C# | Debugging | Embedded Systems | Embedded firmwareDisability programs | Hybrid work | Life insurance | Private medical care | Tailored financial programsMid-level Full TimeZA-Century City-Cape Town-The Matrix 2G and …7d ago
-
Mid-level Full TimeJohannesburg, South Africa7d ago
-
AI Engineer-2 ZAR 396K-480KAWS | Agentic Systems | Cloud platform | Conversational AI | Copilot StudioChallenging work | Culture of innovation and continuous learning | Ethical AI focus | Inclusive development culture | Opportunities to network and collaborateMid-level Full TimeFNB Building, 1 Enterprise Road, Fairland, …7d ago
-
Senior Data Engineer I ZAR 500K-600KAWS | Airflow | Apache Spark | Azure | C#Flexible working hours | Medical aid | Modern family benefits | Retirement plan | SabbaticalSenior-level Full TimeSouth Africa - Durban7d ago
-
Senior Data Engineer I ZAR 500K-600KAWS | Apache Airflow | Apache Kafka | Azure | C#Flexible working hours | Medical aid | Modern family benefits | Retirement plan | SabbaticalSenior-level Full TimeSouth Africa - Durban7d ago
-
Data Engineer ZAR 420K-500KApache Airflow | Apache Spark | Cloud Platforms | Data Governance | Data ModelingEmployee assistance programme | Financial Services Assistance | Free daily meals | Free massages on-site | Free on-site gymMid-level Full TimeCape Town, South Africa7d ago