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Tech Stack
Tools & technologiesCloudGoogle Cloud PlatformPythonSQL
About the role
Key responsibilities & impact- Become an expert point of contact and thought leader on your scope by mastering the details and principles pertaining to it.
- Some key areas we have to focus include: optimizing our Pricing capabilities, such as Dynamic / Surge Pricing, Discounts / Commissioning Optimization and Personalized Pricing, optimizing our Dispatching capabilities, optimizing our Fraud Detection / Revenue Leakage Prevention capabilities, optimizing our Recommendations / Personalization capabilities, amongst others.
- Identify and propose ML opportunities related to your scope and beyond
- Support with requirements definition and prioritization of ML projects
- Collaborate with cross-functional Engineering and Product teams
- Champion Data Quality as a critical input component to all 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
- Deploy and test ML applications using our MLOps infrastructureMonitor ML models on their technical performance, business impact and underlying data / concept drift
- 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 share knowledge across teams, and participate and drive team building activities
Requirements
What you’ll need- Solid Mathematical / Statistical / Machine Learning as well 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 quality Python and SQL coding at a professional 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 code / memory profiling, code optimization, scalability, code / QA testing, cost optimization and associated best practices.
- Comfortable with key Statistical concepts, such as statistical testing and causal analysis
- Analytical thinking and problem solving skills
- Engineering mindset focused towards delivering robust applied data science solutions
- Visualization skills, including experience with common Python ecosystem libraries and/or Analytics / BI tooling
- Familiarity and prior use of Cloud solutions and their data / ML services - at Yassir we use Google Cloud 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 (clear articulation, concise documentation) in professional English
- Positive attitude and resilience
- Strong interpersonal skills focused on peer support, empathy, active listening, team building and stakeholder relationships building
- Internal drive, self-motivation and ability to work independently including own effective project management.
Benefits
Comp & perks- Ambition, Transparency & Trust
- Quality, Performance
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Machine LearningStatistical AnalysisPythonSQLData AnalysisFeature EngineeringModel ValidationData VisualizationMLOpsCode Optimization
Soft Skills
Analytical ThinkingProblem SolvingCommunicationInterpersonal SkillsTeam BuildingSelf-MotivationProject ManagementEmpathyActive ListeningResilience
Certifications
Masters in MathematicsMasters in StatisticsMasters in Data ScienceMasters in Machine LearningMasters in Operational ResearchMasters in Computer ScienceMasters in Software EngineeringMasters in Physics
