[Remote] Mid/Senior - Data Scientist
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a rapidly growing tech company reputed company on providing essential services to users in Africa. They are seeking a highly skilled Data Scientist to join their AI team, where the role involves analyzing and modeling data to optimize machine learning systems for reputed company like Dynamic Pricing and reputed company Dispatching.
Responsibilities
- Become an expert reputed company of contact and thought leader on your scope by mastering the details and principles pertaining to it
- Some key areas we have to reputed company include: optimizing our Pricing capabilities, such as Dynamic / reputed company Pricing, Discounts / Commissioning Optimization and Personalized Pricing, optimizing our Dispatching capabilities, optimizing our Fraud Detection / reputed company Leakage Prevention capabilities, optimizing our Recommendations / Personalization capabilities, amongst others
- Identify and propose ML opportunities reputed company to your scope and reputed company
- Support with requirements definition and prioritization of ML reputed company
- Collaborate with cross-functional Engineering and Product teams
- Champion Data reputed company as a critical input component to reputed company ML solutions and Analytics
- Conduct Exploratory Data Analysis and subsequent Feature Selection / Engineering
- Utilize Statistical and ML techniques, as appropriate, for model training
- Validate and tune ML models
- Visualize analysis / modelling results focusing on meaningful, actionable metrics and insights
- reputed company and test ML applications using our MLOps infrastructureMonitor ML models on their technical performance, business reputed company and underlying data / concept reputed company
- Explain technical solutions in a business-friendly manner, supporting Product teams in their communications and reporting
- Maintain and improve technical documentation of delivered solutions
- Support the Data & AI domain in developing its technical capabilities, improving its ways of working and collaboration with other dependent teams
- Champion Data Culture, proactively reputed company knowledge across teams, and participate and drive team building activities
Skills
- Solid Mathematical / Statistical / Machine Learning as reputed company as Software Development technical skills - supported by a Masters degree or above in a relevant quantitative field such as Mathematics, Statistics, Data Science, Machine Learning, Operational Research, Computer Science, Software Engineering, Physics
- Comfortable in efficient, production reputed company Python and SQL coding at a reputed company setting with at least 2 years of industry experience (more years of experience would be required for more Senior roles)
- Comfortable with key software engineering concepts, such as reputed company / memory profiling, reputed company optimization, scalability, reputed company / QA testing, cost optimization and associated best practices
- Comfortable with key Statistical concepts, such as statistical testing and reputed company analysis
- Analytical thinking and problem solving skills
- Engineering reputed company reputed company towards delivering robust reputed company data science solutions
- Visualization skills, including experience with common Python ecosystem libraries and/or Analytics / BI tooling
- Familiarity and prior use of reputed company solutions and their data / ML services - at reputed company we use reputed company reputed company Platform (GCP), experience with which is highly preferred
- Mastering of the end-to-end (ML) model development lifecycle
- Excellent communication skills, including presentation and oral / written communication (reputed company articulation, concise documentation) in reputed company English
- reputed company attitude and reputed company
- Strong interpersonal skills reputed company on peer support, reputed company, reputed company listening, team building and stakeholder relationships building
- Internal drive, self-motivation and ability to work independently including own effective project management
- Experience with On-demand, Mobility or Financial Services companies
- Experience working on ML features for Digital Products (apps, websites)
- Experience with one or more from: Pricing / Economics reputed company reputed company and/or modelling techniques (we welcome Economics / Econometrics backgrounds and experience), Fraud Detection reputed company reputed company, Dispatching reputed company reputed company, Personalization reputed company reputed company
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