Data Architect
Natobotics
Date: 5 days ago
City: Abu Dhabi
Contract type: Full time
Job Description
Soft skills
Soft skills
- Curiosity and analytical mindset
- Ability to learn new concepts and domains quickly
- Versatility to work in a partial greenfield environment
- Comfortable working with a broad scope with a geographically distributed team
- Able to work independently on a wide range of data engineering and analytical tasks
- Very strong python with good code hygiene
- Experience developing and testing data processes e.g. ETL, scraping, transformation etc.
- Experience exploring and working with new datasets, assessing data quality and exploring for valuable insights - preferably with financial or time-series datasets
- Familiarity with orchestration tools e.g. Apache Airflow
- Good understanding of cloud solutions - we are AWS based.
- Experience working with distributed compute frameworks to handle large data volumes e.g. Spark
- Experience building visuals for expert and non-expert audiences - preferably using plotly/dash
- Good source control practices and some experience with CI/CD
- Comfortable building and deploying containerised solutions.
- Experience developing and deploying machine learning models
- Experience working in financial markets
- Knowledge of best practices when back testing models.
- Implement data on-boarding (ETL, web-scraping, etc.) and database management
- Implement best practices for data transformation, manipulation, and storage solutions
- Build and maintain fundamental market models for supply and demand
- Build and maintain fundamental and price-based analytics (e.g. visualizations and dashboards)
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