Vacancieshut
Website Vodacom
Job Description:
The role of the G band Machine Learning Engineer is to use their knowledge of Machine Learning/AI and combine it with programming and software engineering skills to enable easier use of and access to machine learning models and analyses. As well as to support local markets and group functions in obtaining business value from the Machine Learning.
Job Responsibilities:
- Facilitate the flow of data between Machine Learning/AI models and the companies data systems.
- Enhancing data pipelines to ensure that data is clean, accurate and optimized for machine learning models.
- Make contributions to the process of defining best practice for the agile development of applications to run on the Big Data Platform.
- Design and develop Machine Learning systems and patterns.
- Research, investigate and evaluate new technologies and methods to improve delivery and sustainability of machine learning applications and services.
- Productionise data science prototypes and develop Machine Learning apps according to data science requirements.
- Automate predictive model software, including model training.
- Work with the architecture team to evolve the Big Data capabilities (reusable assets/patterns) and components to support the business requirements/objectives.
Job Requirements:
- Experience managing the development life-cycle for agile software development projects.
- Advanced degree in Computer Science/Math/Statistics or a related discipline would be an advantage.
- Experience in working with distributed ML frameworks like H2O and/or TensorFlow is essential
- Programming experience in Java, Python is essential
- Agile exposure, Kanban or Scrum.
- Experience working containerisation services such as Docker/Kubernetes or cloud alternatives would be an advantage.
- 3 year IT or IS degree or diploma or related field is essential.
- Relevant cloud certification at professional or associate level.
- Working experience with AWS or GCP is essential
- 5+ years BI or related software development experience.
- Experience in working with various ML libraries.
- Robust data modelling and data architecture skills.
- Knowledge of Big Data frameworks like Hadoop, Spark, Hive, Yarn, Airflow, etc. is essential
Job Details:
Company: Johannesburg, Gauteng, SA
Vacancy Type: Full Time
Job Location: Vodacom
Application Deadline: N/A
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