# Welcome to the causal-jobs tracking app!¶

    Automatically generated in: 2022-09-13

This is the latest weekly report containing, as always, information on the status of causal inference in the European job market. It is based on accumulated information starting early May 2022. Latest vacancies, the rate of relevant job postings, geographical distribution, most "causal" companies and countries alike can be found here.

Disclaimer: This report is automatically created by acessing daily job alert emails and retrieving the relevant information through an ETL pipeline. There are days when the number of new job postings exceeds a threshold, and not every causal-job is contained in the email this app feeds on. As a result, some causal-job might never make it into the pipeline, meaning that the database I have created is by no means complete. However, this doesn't happen too often, and info listed in the report can serve as a solid indication on the status of causal inference in the European job market.

Code can be found at https://github.com/ggiannarakis/causal-jobs

## 1. Fresh from the causal oven¶

### a) What are the latest (past week) jobs?¶

(not necessarily "new": could have also been re-posted in the recent past)

job_title | company_name | job_location | email_date
--- | --- | --- | ---
Principal Scientist, Data Science (JRD DS) | Johnson & Johnson | Leiden, South Holland, Netherlands | 2022-09-04
Data Science Sr Analyst | PepsiCo | Barcelona | 2022-09-07
Data Scientist - Accommodations, Global Customer Services | Booking.com | Amsterdam | 2022-09-07
Growth Marketing Data Analyst | Holded | Barcelona | 2022-09-07
Senior Scientist, Data Science (JRD DS) (1 of 3 Openings) | Johnson & Johnson | Antwerp | 2022-09-07
R&D Scientist in Applied AI / ML | Hitachi Energy | Cracow | 2022-09-08
Senior Data Scientist, Marketplace | Bolt | Warsaw | 2022-09-08
(Senior) Data Scientist | Boehringer Ingelheim | Ingelheim am Rhein | 2022-09-09
Senior Data Scientist | Bolt | Berlin | 2022-09-09
Senior Data Scientist, Commerce Platform | Spotify | Italy | 2022-09-09
Senior Data Scientist, Marketplace | Bolt | Tallinn | 2022-09-09
Senior Director/Research Fellow; Data Science, Real World Evidence Analytics and Insights (JRD DS). | J&J Family of Companies | Leiden | 2022-09-11
Senior Research Scientist - Paris | Dataiku | Paris | 2022-09-11

### b) New kids on the block?¶

are there any of the above companies listing "causal inference" in their vacancy for the first time?*

*Since May 12, 2022

    Yes! Welcome {'Hitachi Energy', 'Boehringer Ingelheim', 'J&J Family of Companies'} to the causal revolution!

## 2. Retrospective analysis¶

### a) How many causal-jobs did appear in each email?¶

### b) As of today, what is the total number of distinct causal-jobs since May 12, 2022?¶

*a distinct causal-job is defined as a unique job title - company name pair

    There are 168 unique causal jobs detected so far throughout the EU

### c) What are the most causal EU countries?¶

### d) And what about the most causal companies?¶

top 5 companies in terms of distinct causal jobs published