ML Data Engineer Senior
SnoonuQatar10 days ago
Full-timeInformation Technology
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🚀 Welcome to Your Next Adventure!
We look for experienced engineer for position of dedicated DE for ML team. Main responsibilities will include creating end extending existing feature marts and realtime marts, including investigation of feature drift and performance optimizations. What we also consider as important is having enough skills to take responsibility for full ML-DE interaction, including new pipelines creation in existing DE infrastructure. Main tools used for feature engineering are Dbt, BigQuery, Databricks and Spark structured streaming, having AWS streaming services and infrastructure as a code for DE part. Our workflow emphasizes adaptability, collaboration, with a focus on driving changes in company wide metrics - and you`ll be able to see the impact of your work on the business and customer experience.
🛠 What You’ll Get Your Hands On
Snoonu is Qatar’s homegrown Super App, reinventing daily life with blazing-fast delivery, ride-hailing, and shopping - all in one place. Powered by tech, driven by a global team, and obsessed with making life easier.
The Dream We’re Chasing
To be the first Qatari Super App that propels the region and its community through innovation and technology. We envision a global expansion where what we do surpasses norms and limitations every time.
The Quest We’re On
To radically transform how people live by leveraging technology to connect them with endless possibilities.
Our Everyday Superpowers
👥 Be Customer Obsessed: “Focus on the customer and all else will follow.”
💪 Act with Integrity: “We are honest, ethical, and trustworthy in everything we do.”
🧪 Be Curious and Creative: “We constantly innovate and create solutions to bring a lasting positive impact.”
🏅Lead by Example and Take Ownership: “Be the change you want to see and take ownership.”
🚀 Work Smart and Deliver Results: “You can do more by doing less, better, and faster.”
👨💼 It's All About People: “Be a team player; together we are stronger.”
Perks & Worklife Magic At Snoonu
🌐 Global Vibes – Collaborate with a worldwide crew.
🧠 Brain Boosters – Learning budgets, access to courses, and tools for your growth.
🚒 Builder’s Playground – Own your tasks, own your path! We’re big on autonomy.
🏝️ Flexible Time Off – We take recharging seriously. Generous leave and wellness policies.
🛠️ Agile Everything – Scrum isn’t a buzzword here. It’s how we roll, from product to ops.
Beyond the Code: Giving Back Matters
We don’t just build app. We’re committed to doing business sustainably and giving back to the community that fuels us. From eco-conscious practices to CSR projects, we’re always finding ways to do better—and we invite you to be a part of that mission.
Diversity Isn’t Just a Buzzword
At Snoonu, fairness and inclusion are the foundation of everything we do. We’re proud to be an equal opportunity workplace that welcomes people from every walk of life. Be bold. Be you. Thrive here.
Let’s Build the Future Together
Apply now to join a tech team where your code sparks change, your voice is heard, and your growth is guaranteed. Let’s make some tech magic together.
Stay in the loop—connect with us on LinkedIn!
We look for experienced engineer for position of dedicated DE for ML team. Main responsibilities will include creating end extending existing feature marts and realtime marts, including investigation of feature drift and performance optimizations. What we also consider as important is having enough skills to take responsibility for full ML-DE interaction, including new pipelines creation in existing DE infrastructure. Main tools used for feature engineering are Dbt, BigQuery, Databricks and Spark structured streaming, having AWS streaming services and infrastructure as a code for DE part. Our workflow emphasizes adaptability, collaboration, with a focus on driving changes in company wide metrics - and you`ll be able to see the impact of your work on the business and customer experience.
🛠 What You’ll Get Your Hands On
- Feature engineering - support and creating feature marts for ML team, including tests and validation
- Realtime Feature engineering - creating realtime pipelines, extending realtime feature store with new features
- Integrating new sources into existing data pipelines for ML needs, ensuring data quality and consistency
- Monitor and automate ML pipelines processes, including data drift, pipelines performance, alerting
- Experience in several programming languages or Python frameworks
- PySpark knowledge i.e. Spark structured streaming, data distribution, optimizations
- Strong SQL skills, ability to apply subqueries, window functions, CTEs, math specific database functions
- Experience with modern ETL processes, collection, ingestion, storage, cleaning, transformation, analysis of data
- Software design skills - software patterns, application, data system design
- Math statistics knowhelege, i.e. stdev, quartiles, ability to apply them for drift or outlier detection
- Infrastructure as a code is a plus
- Experience with databricks as a plus
- GCP platform
- BigQuery
- Dbt
- Databricks
- Spark structured streaming
- AWS message brokers
- Tableau, Redash
Snoonu is Qatar’s homegrown Super App, reinventing daily life with blazing-fast delivery, ride-hailing, and shopping - all in one place. Powered by tech, driven by a global team, and obsessed with making life easier.
The Dream We’re Chasing
To be the first Qatari Super App that propels the region and its community through innovation and technology. We envision a global expansion where what we do surpasses norms and limitations every time.
The Quest We’re On
To radically transform how people live by leveraging technology to connect them with endless possibilities.
Our Everyday Superpowers
👥 Be Customer Obsessed: “Focus on the customer and all else will follow.”
💪 Act with Integrity: “We are honest, ethical, and trustworthy in everything we do.”
🧪 Be Curious and Creative: “We constantly innovate and create solutions to bring a lasting positive impact.”
🏅Lead by Example and Take Ownership: “Be the change you want to see and take ownership.”
🚀 Work Smart and Deliver Results: “You can do more by doing less, better, and faster.”
👨💼 It's All About People: “Be a team player; together we are stronger.”
Perks & Worklife Magic At Snoonu
🌐 Global Vibes – Collaborate with a worldwide crew.
🧠 Brain Boosters – Learning budgets, access to courses, and tools for your growth.
🚒 Builder’s Playground – Own your tasks, own your path! We’re big on autonomy.
🏝️ Flexible Time Off – We take recharging seriously. Generous leave and wellness policies.
🛠️ Agile Everything – Scrum isn’t a buzzword here. It’s how we roll, from product to ops.
Beyond the Code: Giving Back Matters
We don’t just build app. We’re committed to doing business sustainably and giving back to the community that fuels us. From eco-conscious practices to CSR projects, we’re always finding ways to do better—and we invite you to be a part of that mission.
Diversity Isn’t Just a Buzzword
At Snoonu, fairness and inclusion are the foundation of everything we do. We’re proud to be an equal opportunity workplace that welcomes people from every walk of life. Be bold. Be you. Thrive here.
Let’s Build the Future Together
Apply now to join a tech team where your code sparks change, your voice is heard, and your growth is guaranteed. Let’s make some tech magic together.
Stay in the loop—connect with us on LinkedIn!
Key Skills
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