Job Description

Company Description


AUTODOC is a multicultural tech-company active in 27 countries and with ~5000 people from over 50 nations where things are going fast forward. We are currently in a transformative phase and looking for innovative, tech-driven, and agile people to join us. We are striving to create an environment where people are safe and supported - whether it’s in an office space or work-at-home.


Would this fit you, or do you know someone who would fit this description then please contact us now and our team will get back to you as soon as possible.


Job Description


About the project: The A/B testing team is responsible for providing infrastructure for conducting A/B testing in Autodoc. The infrastructure includes the full process of conducting tests: launching and registering tests, collecting data from the database on tests, analyzing results, and drawing conclusions on them for the main user segments.


Main Responsibilities


Registration of tests according to business requirements through the A/B testing platform.
Writing SQL scripts to form the main pool of metrics that will be used to analyze the launched test.
Unloading and transforming data for analytics into additional data slices on the test and presenting it to the business in a clear and concise form.
Calculations for additional metrics of statistical significance of the obtained results at the request of the business.
Analysis of the main test metrics by groups and segments, drawing conclusions on the test, and documenting them for quick access in Confluence.
Optimization and writing of DAGs for loading, processing, and downloading data on test results to showcase the A/B tests.
Improvement and optimization of Power BI report.


Requirements


Proficiency in Python and SQL (preferably click house syntax).
Basic skills in working with Power BI reports.
Basic knowledge of statistics (understanding the definition of statistical significance, first and second-type errors, bootstrap, etc.).
Ability to work with large amounts of data.
Understanding of the concept of orchestrator and basic understanding of writing DAGs (preferably Airflow).
Attention to detail.


Nice To Have


Experience with A/B testing
Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field


What do we offer?


Competitive salary based on your professional experience
Stable employment in the fast-growing international company
Wide benefit system
Dynamic work environment
Ability to influence business and its results
Professional growth — you will attend free external and internal courses
Paid business trips and payment for participation in conferences
Paid corporate language classes


Join us today and let’s create a success story together!

Quick response

Required Knowledge

• K0004   Knowledge of cybersecurity and privacy principles.
• K0058   Knowledge of network traffic analysis methods.
• K0357   Knowledge of analytical constructs and their use in assessing the operational environment
• K0437   Knowledge of general Supervisory control and data acquisition (SCADA) system components.
• K0449   Knowledge of how to extract, analyze, and use metadata.
• K0565   Knowledge of the common networking and routing protocols (e.g. TCP/IP), services (e.g., web, mail, DNS), and how they interact to provide network communications.
• K0417   Knowledge of data communications terminology (e.g., networking protocols, Ethernet, IP, encryption, optical devices, removable media).

Required Skills

• S0254   Skill in providing analysis to aid writing phased after action reports.
• S0278   Skill in tailoring analysis to the necessary levels (e.g., classification and organizational).
• S0288   Skill in using multiple analytic tools, databases, and techniques (e.g., Analyst’s Notebook, A-Space, Anchory, M3, divergent/convergent thinking, link charts, matrices, etc.).

Required Abilities

• A0084  Ability to evaluate, analyze, and synthesize large quantities of data (which may be fragmented and contradictory) into high quality, fused targeting/intelligence products.
• A0102  Ability to recognize and mitigate deception in reporting and analysis.
• A0106  Ability to think critically.