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Tech Stack
Tools & technologiesAWSAzurePySparkPython
About the role
Key responsibilities & impact- Someone who takes personal responsibility for the squad's results and does not accept 'that's not my problem'.
- Technical Proficiency (Hard Skills):
- Strong experience with Python/PySpark.
- Experience with cloud platforms (AWS or Azure).
- Proficiency in recommendation algorithms (Collaborative Filtering, Content-based, Reinforcement Learning for personalization).
- Ability to work with real-time models and large volumes of data.
- Model validation metrics.
- Knowledge of machine learning, statistics, and predictive modeling.
- Business understanding, with a focus on impact and data-driven decision making.
- Simplicity and Scalability: Focus on building solutions that are simple to maintain and easy to scale across the company.
- Long-Term Vision: Someone who will not take ethical or technical shortcuts that create unmanageable debt in the future.
- Nice to Have:
- Experience with large-scale experimentation and A/B testing.
- Cross-functional collaboration: Prior experience partnering with Machine Learning Engineers (MLE) to deploy models.
- Familiarity with Multi-armed Bandits.
- Data Storytelling: Ability to translate complex technical metrics into business insights for Brand and Product stakeholders.
- Cost Awareness: Mindset for optimizing cloud processing costs (managing resources with discipline).
Requirements
What you’ll need- Education: Bachelor's degree or higher.
- Experience and skill in data analysis.
- Strong ability to build relationships across different areas.
- Ability to work effectively in a team.
- Good communication (verbal and written).
- Ability to manage multiple concurrent tasks in an organized manner.
Benefits
Comp & perks- Greater care for your health through Medical Plan, Dental Plan, Telemedicine, Life Insurance, and Gympass
- Mental health support via Dasa Telemedicine and Gente 360
- Purchase our products at a steep employee discount (yes — we sell products to employees at great prices!)
- More enjoyable year-end gatherings: we provide a Christmas hamper and toys for employees with children
- Financial protection with our private pension plan
- The option to choose between Meal Allowance or Food Allowance so you can shop for groceries or eat at your preferred restaurant
- Commuter allowance is optional — check the job posting model for details
- Opportunity to receive an attendance bonus, effectively a 14th salary for our employees — an extra paycheck during the year!
- Childcare allowance or nanny assistance
- Company Profit Sharing
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
PythonPySparkAWSAzurerecommendation algorithmsCollaborative FilteringContent-basedReinforcement Learningmodel validation metricsmachine learning
Soft Skills
personal responsibilitydata-driven decision makingcross-functional collaborationdata storytellingrelationship buildingteamworkcommunicationorganizational skillscost awarenesslong-term vision
Certifications
Bachelor's degree
