Data & Machine Learning Engineer
OneHealth
Lagos, Nigeria
1d ago

OneHealth is an online Pharmacy and healthcare Platform providing access to medicines and healthcare solutions. What we are building is a trust infrastructure where vetted healthcare providers are onboarded and the right solutions are recommended to our patients leveraging data and technology.

The Role

You will be responsible for :

  • Creating predictive and prescriptive models that could have a positive impact on the business.
  • Driving all data analytics activities ranging from conceptualisation, visualisation to operationalisation.
  • Performing statistical analysis on historical data to validate models.
  • Working across stakeholders to identify and capitalise on opportunities to leverage data to drive business solutions.
  • Developing scripts to process structured and unstructured data.
  • Recommending, developing and implementing ways to improve data reliability, efficiency and quality.
  • Supporting translation of data business needs into technical system requirements.
  • Working with stakeholders to understand needs in order with respect to data structure, availability, scalability and accessibility.
  • Defining project scope & specifications, estimating resources required to develop the proposed solution to meet customer requirements and developing schedules, test plans and documentation.
  • Ensuring specifications and requirements are clearly articulated to the development teams and monitoring timelines & progress.
  • Gathering requirements and specifications from clients and users in conjunction with the sales team to gain a strong understanding of client expectations.
  • Identifying potential issues between systems and client specifications and proposing new solutions.
  • Proposing the technical solution and overseeing the selection of technologies.
  • Providing clients with regular feedback and updates on projects.
  • Providing subject matter expertise and direction, guidance, and support on complex sales engagements.
  • Reviewing proposals and estimates from vendors and ensuring that external solutions work with internal development projects.
  • Building, validating and deploying machine learning models (e.g. predictive, forecasting, clustering).
  • Partnering with product / engineering to deliver machine learning models in production environment to end users.
  • Providing expertise on concepts for machine learning.
  • Developing high-quality code to build and deploy machine learning models.
  • Ideal Profile

  • You possess an advanced degree, ideally a Masters in Mathematics, Statistics, Computer Science or related field.
  • You have at least 2 years experience, ideally within a Data Engineer, Data Scientist or Solution Architect (Data Science) role.
  • Demonstrated experience working with large and complex data sets as well as experience analyzing volumes of data.
  • Ability to write and execute complex queries in SQL.
  • You have strong interpersonal and communication skills and are adept at working with multiple stakeholders to drive desired outcomes.
  • You possess strong knowledge of Python.
  • Expertise in Predictive Modeling, Machine Learning and Data Mining & Knowledge Discovery would be highly valuable.
  • You enjoy finding creative solutions to problems
  • You possess strong analytical skills and are comfortable dealing with numerical data
  • You pay strong attention to detail and deliver work that is of a high standard
  • What's on Offer?

  • Work alongside & learn from best in class talent
  • Flexible working options
  • Great work environment
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