استخدام Senior Business Intelligence Analyst
شرح موقعیت شغلی
Do you have a passion for working with the leading modern open-source Big Data frameworks in an agile team at Snapptrip?
Who we are:
Our team is cross-functional with a mix of Data analyst, BI developers and data engineers. We are working with open-source tools to help the business to make perfect decisions and also learning and developing ourselves.
Our team is cross-functional with a mix of Data analyst, BI developers and data engineers. We are working with open-source tools to help the business to make perfect decisions and also learning and developing ourselves.
Who you are:
We believe that you want to be a magnificent Big Business intelligence developer and improve the performance whilst saving resources of the Data stack.
We believe that you want to be a magnificent Big Business intelligence developer and improve the performance whilst saving resources of the Data stack.
Why you should apply:
Snapptrip has both mature and expanding products that are all data driven. In BI/Data team we are working with the leading modern open-source technologies to harness the data and subsequently, extract knowledge from data, So you have the opportunity to work directly with a bunch of cutting-edge open-source toolkits and distributed frameworks.
Snapptrip has both mature and expanding products that are all data driven. In BI/Data team we are working with the leading modern open-source technologies to harness the data and subsequently, extract knowledge from data, So you have the opportunity to work directly with a bunch of cutting-edge open-source toolkits and distributed frameworks.
Core Qualifications:
- Bachelor's or a Master’s degree in Computer engineering (Software | AI), Computer Science, Statistics, Mathematics, Information Technology or related technical fields.
- At least one year of practical experience in BI developer, BI analyst or Data analyst or Data scientist role.
- Experience using statistical computer languages (R, Python, SQL, Pyspark, etc.) to manipulate data and draw insights from large data sets.
- Strong problem solving skills with an emphasis on product development.
- Experience using one of BI Tools (Metabase, PowerBI, ...) both in developing dashboards and maintenance.
- Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.
- Develop custom data models and algorithms to apply to data sets.
- Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques and business strategies.
- Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting and other business outcomes.
- Develop company A/B testing framework and test model quality.
- Develop processes and tools to monitor and analyze model performance and data accuracy.
- Experience creating and using advanced machine learning algorithms and statistics:
- regression, simulation, scenario analysis, modeling, clustering, decision trees, neural networks, etc.
- Knowledge and experience in statistical and data mining techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, etc.
- Knowledge of Data Warehouse concepts and different data sources.
- Experience in scripting, ETL Procedure, Data modelling and Data integration.
- Experience working with relational databases. (preferably PostgreSQL)
- Knowledge in Dimensional Modeling.
- Excellent written and verbal communication skills for coordinating across teams.
Good to have:
- A good understanding of parallel and distributed computing (We run Spark deployed on Kubernetes cluster and process data on HDFS).
- Git
- airflow
مهارتهای مورد نیاز
- هوش تجاری
- bi
- Power BI
- Python
- SQL
- PostgreSQL
حداقل سابقه کار
- کمتر از سه سال
جنسیت
- مهم نیست
وضعیت نظام وظیفه
- مهم نیست