Findojobs South Africa | Engineer: Machine Learning Iii

About the job: Engineer - Machine Learning III
Qualifications and Experience: 4 to 6 years of Machine Learning and Software Engineering experienceStrong analytical and problem-solving skillsExpert in Python and SQLExperience with modern software development best practices, e.g. code reviews, unit testing, version control (e.g. git), CI/CDExperience with microservice architecturesExperience working in an agile teamExperience with ML frameworks and tools (e.g. pandas, NumPy, scikit-learn, TensorFlow, Pytorch, Spark MLlib)Experience with modern ETL, compute and orchestration frameworks (e.g. Apache Spark, Apache Flink, Apache Kafka)Development experience in both Windows and LinuxExperience with container technologies (e.g. Docker, Kubernetes)Experience in building machine learning or AI systemsProficiency in R languageExperience deploying models to productionExperience with NoSQL databasesExperience working with ML platforms (e.g. MLflow, Kubeflow)Experience working with Data Science platforms (e.g. Dataiku, Domino)Experience with cloud-based infrastructure (e.g. Azure, AWS, GCP; AWS preferred)A relevant degree in Information Technology, Computer Science, or EngineeringKnowledge of: Object-oriented and functional programming in PythonData science life cycleMachine learning conceptsMachine learning model life cycleIdeal: Data Science lifecycleBig data storage and processing solutionsMachine learning model architecturesSkills:
Analytical SkillsPlanning, organizing, and coordination skills
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