Senior Data Engineer I
Port Elizabeth, South Africa
A ZAR 700K-960K (estimate) Senior-level Full Time
Tasks
- Automate system and platform life cycle management
- Build machine learning inference pipelines
- Build scalable data ingestion pipelines
- Collaborate with data scientists and engineers
- Develop ML Ops continuous improvement strategy
- Implement ML Ops versioning testing automation reproducibility deployment monitoring data privacy
- Monitor data platform health and data lineage
- Optimize cloud costs
- Report ML Ops metrics
- Scale production systems for demand
Perks/Benefits
- N/A
Skills/Tech-stack
API Development | AWS SageMaker | Amazon Web Services | Apache Spark | CI/CD | DVC | Data Privacy | Databricks | Datahub | Docker | Docker containerization | GitHub Actions | Google Cloud | Grafana | Jenkins | Kubernetes | Learning operations | MLflow | Machine Learning | Machine Learning Operations | Machine learning deployment | Microsoft Azure | PyTorch | Python | Ray | Scala | TensorFlow | Web Services
Education
Roles
Regions
Countries
States
Related jobs
-
NumPy | Pandas | Python | SciPy | SymPyPart-time work | Project based workSenior-level FreelanceSouth Africa - Remote R17h ago
-
API Integration | Generative AI | Language Models | Large Language Models | Machine LearningAutonomy | Rapid iteration culture | Remote workSenior-level Full TimeCape Town, Western Cape, South Africa1d ago
-
Ab Initio | Azure | Data Governance | Data Modeling | Data SecuritySenior-level Full TimeSandton, South Africa1d ago
-
Advanced Excel | Azure Synapse | Azure Synapse Analytics | Data Analysis | Data GovernanceSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
AWS Glue | AWS Lambda | Amazon Athena | Amazon EC2 | Amazon S3Senior-level Full TimeCape Town, Western Cape, South Africa1d ago
-
APIs | Data Engineering | Data Pipelines | Data Streams | JSONSenior-level Full TimeCape Town, WC, South Africa1d ago
-
Automation | Credit Risk | Credit Scoring | Credit Underwriting | Credit risk modelingSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
A/B | A/B Testing | AWS | Amazon SageMaker | AutomlSenior-level Full TimeJohannesburg, South Africa1d ago
-
Analytics | Apache Kafka | Big Data | Cluster tuning | ContainerizationRemote workSenior-level Full TimeJohannesburg, GP, South Africa R1d ago
-
Senior-level Full TimeDurban North, KZN, South Africa1d ago
-
API Development | AWS | Amazon SageMaker | Apache Spark | AzureSenior-level Full TimeJohannesburg, South Africa1d ago
-
API Development | AWS | Amazon SageMaker | Apache Spark | CI/CDSenior-level Full TimeCape Town, Western Cape, South Africa1d ago
-
Azure Data | Azure Data Factory | Azure DevOps | Azure Synapse | Azure Synapse AnalyticsSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Azure | Data Engineering | Data Lake | Data Lineage | Data ModelingSenior-level Full TimeRandburg, GP, South Africa1d ago
-
Apache Airflow | Apache Spark | Cloud infrastructure | Data Architecture | Data GovernanceSenior-level Full TimeCape Town, WC, South Africa1d ago
-
AWS | Apache Spark | Azure Synapse | Azure Synapse Analytics | Cloud ComputingSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Senior-level Full TimeJohannesburg, South Africa1d ago
-
Azure | Data Lake | Data Lineage | Data Modeling | Data PipelinesSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Azure Data | Azure Data Factory | Azure Data Lake | Azure Databricks | Azure DevOpsSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Senior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Entry-level Full TimeStellenbosch, South Africa1d ago
-
Automation | C++ | CI/CD | Continuous Delivery | Continuous integrationKnowledge transfer | TrainingSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Mid-level Full TimeJohannesburg, GP, South Africa1d ago
-
AWS | Automation | CI/CD | Cloud Computing | ContainerizationConsulting | Knowledge sharing | MentoringSenior-level Full TimeJohannesburg, GP, South Africa1d ago
-
Application Performance Monitoring | Application Security | Application performance | Behavior Analysis | Behavior RulesMid-level Full TimeJohannesburg, GP, South Africa1d ago