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About the Organisation
Zembo Motorcycles SMC Limited is leading the African transition to electric mobility. Based in Kampala, Uganda, we provide affordable (PayGo) electric two-wheelers to low-income motorcycle-taxi drivers, most known locally as “boda-boda ”drivers. We offer a battery swapping service to our clients, enabling to swap within minutes at any of our stations.
Battery Data Scientist job at Zembo Motorcycles SMC LTD | Apply Now
Kampala, Uganda
Zembo is spearheading Africa's shift to electric mobility. Based in Kampala, Uganda, Zembo provides affordable PayGo electric two-wheelers to low-income motorcycle-taxi drivers, commonly known as “boda-boda” drivers. Their innovative battery swapping service allows clients to quickly swap batteries within minutes at any of their numerous stations, ensuring seamless and efficient operations. By offering sustainable and cost-effective transportation solutions, Zembo is transforming the mobility landscape for boda-boda drivers and contributing to a greener future.
Are you looking for Engineering jobs in Uganda 2025 today? then you might be interested in Battery Data Scientist job at Zembo Motorcycles SMC LTD
Full Time
Deadline:
14 Mar 2025
Job Title
Battery Data Scientist job at Zembo Motorcycles SMC LTD
Zembo Motorcycles SMC LTD
Job Description
Job Title: Battery Data Scientist
Organisation: Zembo Motorcycles SMC Limited
Duty Station: Kampala, Uganda
Africa stands on the brink of an energy revolution. With the rapid urbanization and growing demand for sustainable transportation, electric mobility is not just a future possibility—it’s a necessity. By advancing battery technology, you’ll be contributing to cleaner air, reducing reliance on fossil fuels, and enabling affordable, sustainable transport for millions of people across Africa.
The Battery Data Scientist will assist in the development of battery models, simulation tools, forecasting methods, and performance monitoring and analytics capabilities for our fleet of thousands of IOT-connected lithium ion batteries. The role will be an integral part of the Research and Development and Software Engineering teams in a Data Science role, working to accelerate the development of our software capabilities while supporting customer facing product development and service delivery efforts. Day to day activities will include algorithm development, operations and battery lab support, product design support, and other business needs.
The selected candidate will be supported by Zembo to complete a “Battery MBA” online course during the initial 3-month probationary period and successful
completion will be a requirement for confirmation.
Duties, Roles and Responsibilities
Qualifications, Education and Competencies
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How to Apply
Development and Implementation of state of the art statistical and machine learning models for cell failure detection
Development and implementation of early prediction of battery cycle life using Bayesian Optimization and machine learning models
Lead the analytical direction toward understanding battery performance and degradation
Research and development of multivariate models for prognostics applications, predictive maintenance
Support and work with cross functional team to design experimental plans to identify and quantify key model parameters, and improve cell string performance by understanding physical meaning correlated with simulation and experiment
Design and implement practical workflows for battery technicians to identify batteries in need of maintenance and track and measure impact of maintenance measures before/after.
Battery Lab Operations
Apply lab-based learnings to field data for prognostic recommendations and problem identification.
Implement, test, and validate models with field data.
Report and monitor on-going lab testing.
Write documentation on algorithm and model improvements to clearly communicate the structure of new methods and implementations, including justification.
Build software products and algorithms to estimate state of charge (SoC), SoC Imbalance, SoH, Useable Energy, Round trip efficiency, and other battery level performance metrics, including collaboration with product and engineering teams.
The candidate must be able to embrace the fast and dynamic environment of a growth stage company, comfortable with adjusting quickly to changing priorities.
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5+ years of experience in data science or a related field with demonstrable/proven result developing and implementing statistical and machine learning models, particularly in areas like predictive maintenance, anomaly detection, and lifecycle prediction.
Knowledge of lithium-ion battery simulation techniques or electrical power systems engineering or strong motivation to learn
Strong programming skills in Python, (5+ years) with experience in data analysis libraries (e.g., Pandas, NumPy) and machine learning frameworks (e.g., Scikit-learn, TensorFlow, PyTorch).
Previous experience working with IoT-connected devices, or familiarity with managing and analyzing large volumes of time-series data from IoT sensors.
Research related to and knowledge of lithium-ion batteries or strong motivation to learn
Master’s degree (or equivalent experience) in Data Science, Machine Learning, Applied Mathematics, or a related field. A Ph.D. is a plus.
Proficiency with data visualization tools and techniques for clear communication of findings. Experience with Redash, Grafana, Metabase or Looker is preferred.
Track record of working cross-functionally, particularly with R&D and engineering teams, to integrate data science solutions into product development.
Experience in writing technical documentation for models, algorithms, and processes, explaining their structure, assumptions, and justifications.
Ability to adapt to a fast-paced, evolving environment, with experience handling multiple priorities.
Experience in a lab environment, with familiarity in applying experimental findings to real-world applications and managing validation processes.
Experience with Bayesian Optimization and multivariate analysis techniques will be an added advantage.
Strong desire to learn and adapt
Flexibility and ambition to work in a fast-paced startup environment
Zembo Electric Motorcycles SMC Ltd offers a fun, supportive work environment and opportunities for continued professional growth within a fast-growing global enterprise. It is an Equal Opportunity and considers all applicants regardless of race, colour, religion, sex, marital status, sexual orientation, national origin, HIV/Aids, disability, or any other protected characteristic as established by law.
