Machine Learning (ML) Engineer at Safaricom Kenya
Safaricom is the leading provider of converged communication solutions in Kenya. In addition to providing a broad range of first-class products and services for Telephony, Broadband Internet and Financial services, Safaricom seeks to uplift the welfare of Kenyans through value-added services and support for community projects.
Machine Learning (ML) Engineer
- Job TypeFull Time
- QualificationBA/BSc/HND , MBA/MSc/MA
- Experience2 - 3 years
- LocationNairobi
- Job FieldICT / Computer
Responsibilities
- Collaborate with data scientists and software engineers to design and implement machine learning workflows.
- Take offline models data scientists build and turn them into a real machine learning production system.
- Develop and deploy scalable custom tools and services that can handle machine learning training and inference
- Apply software engineering best practices to machine learning such as CI/CD, versioning and Containerization
- Develop machine learning algorithms and libraries for problem solving and AI operations.
- Research and provide input on design approach, performance and base functionality improvements for various software applications.
- Stay up to date with the latest developments in machine learning and cloud computing technologies.
Qualifications
- BS or MS in computer science or equivalent practical experience
- At least 2-3 years of coding experience in a non-university setting.
- Proven experience in Object Oriented development
- Experience in deploying and managing Machine Learning models at scale
- Experience with MLOps platforms such as Kubeflow, MLFlow, Sagemaker etc.
- Familiarity with DevOps practices and tools such as Kubernetes, Docker, Jenkins, Git.
- Proficient understanding of distributed computing principles
- Experience with NoSQL databases, such as HBase, Cassandra, MongoDB
- Demonstrated proficiency with data structures, algorithms, distributed computing, and ETL systems.
- Good knowledge of and experience with big data frameworks such as Apache Hive, Spark
- Strong understanding of machine learning concepts and frameworks, including TensorFlow, PyTorch, Scikit-learn, Kedro etc.
Method of Application
Interested and qualified? Go to Safaricom Kenya on egjd.fa.us6.oraclecloud.com to apply
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