Vacancies From Indeed Scraped Biweekly 2024

Scraped the same keywords for almost entire 2024. Both processed and raw data.

@kaggle.artemfedorov_vacancies_from_indeed_scraped_biweekly_2024

Table List

2 tables(106.44 MB)

Processed Data

@kaggle.artemfedorov_vacancies_from_indeed_scraped_biweekly_2024.processed_data

295.76 KB
2884 rows
27 columns

unnamed_0 Unnamed: 0	url Url	experience_years Experience Years	experience_mandatory Experience Mandatory	education Education	languages Languages	mandatory Mandatory	advantage Advantage	job_type Job Type	company Company	job_title Job Title	city City	district District	first_online First Online	last_update Last Update	total_dates Total Dates	is_direct Is Direct	min_experience Min Experience	last_online Last Online	is_unique_text Is Unique Text	cloud_skills Cloud Skills	viz_tools Viz Tools	type_da Type Da	type_de Type De	type_aiml Type Aiml
	0038590021791009	2	mandatory	nan	nan	["Machine Learning", "Python", "MLOps"]	["Google Vertex AI", "TensorFlow", "PyTorch", "Kubernetes", "Docker", "Data Pipelines", "Apache Kafka", "MSK", "Kinesis", "Terraform", "Cloudformation", "Pulumi", "Kubeflow", "MLflow", "Seldon Core", "SageMaker"]	regular	Rise	ML OPS Engineer	תל אביב -יפו	מחוז תל אביב	Thu Jul 11 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Just posted	7	1	2	Thu Aug 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	not mentioned			1
1	006821d8ab1543b7	3	mandatory	["B.Sc."]	["English"]	["Product Management", "Cybersecurity", "Machine Learning", "AI", "SaaS"]	nan	regular	Gotfriends	Product Manager – Cyber and ML בסטארט-אפ סייבר הגנתי	תל אביב -יפו	מחוז תל אביב		Posted Posted 30+ days ago	29		3	Thu Apr 25 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	not mentioned			1
2	006830408efa13d5	2	mandatory	nan	nan	["Data Engineering", "Big Data", "Python", "Java", "Scala"]	["Cloud", "Linux", "AWS", "Snowflake", "Redshift", "Databricks", "Redis", "Kubernetes", "ETL", "Microservices", "Data Pipelines", "Apache Kafka"]	senior	Gotfriends	Data Engineer Tech Lead בחברת סטארט-אפ מבטיחה בתחום ה-Cyber Security	תל אביב -יפו	מחוז תל אביב		Posted Posted 30+ days ago	15		2	Thu Apr 25 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	AWS	not mentioned		1
3	006f6c34e60453cb	4+	mandatory	nan	nan	["Software Engineering", "AI", "Cloud", "Serverless Architectures", "SQL"]	["Python", "C#", "TypeScript", "JavaScript"]	senior	Crossover	Senior Developer, Trilogy (Remote) - $60,000/year USD	רמלה	מחוז המרכז	Wed Sep 11 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 1 day ago	2	1	4	Mon Oct 07 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	any cloud	not mentioned			1
4	00722762f73f9798	0	mandatory	nan	["English", "Hebrew"]	["Machine Learning", "AI", "Programing Language"]	["Python", "Perl", "C", "C++", "Java", "Natural Language Processing", "TensorFlow", "PyTorch", "Deep Learning", "Data WareHousing", "ETL", "ELT", "Apache Beam", "Apache Spark", "Pig", "MapReduce", "Flume", "Apache Hive"]	regular	Google	Cloud AI Engineer (English, Hebrew)	תל אביב -יפו	מחוז תל אביב	Wed Jan 03 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 8 days ago	2	1		Mon Jan 15 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	not mentioned			1
5	007fd58f1ea19f75	3	mandatory	["B.Sc.", "M.Sc."]	nan	["Machine Learning", "Natural Language Processing", "Programing Language", "Python"]	["PyTorch", "TensorFlow", "Jax"]	regular	Apple	AI/ML Engineer	הרצליה	מחוז תל אביב	Thu Jun 27 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 4 days ago	20	1	3	Thu Sep 05 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	not mentioned			1
6	00acf31794325fd6	4+	mandatory	["B.Sc."]	nan	["Product Analysis", "Yield Management", "Data Analysis", "Python", "SQL", "A/B Testing"]	["Tableau", "Looker", "Ad-tech"]	regular	Outbrain Inc.	Yield Product Analyst	נתניה	מחוז המרכז	Sun Jul 14 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 11 days ago	14	1	4	Thu Sep 26 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	any_viz_tool	1
7	00bcb53822b5caa0	5+	mandatory	nan	nan	["Data Engineering", "Backend Engineering", "ETL", "Data Pipelines", "Apache Spark", "Apache Airflow", "Python", "Java", "Scala", "SQL"]	nan	senior	JobInfo	Senior Data Engineer	תל אביב -יפו	מחוז תל אביב		Posted Posted 30+ days ago	20		5	Thu Apr 25 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	not mentioned		1
8	00cf4552d5c61fde	5	mandatory	["B.Sc.", "M.Sc.", "Ph.D."]	["English"]	["Data Engineering", "Data Platforms", "Data Pipelines", "Programing Language", "Big Data", "Cloud"]	["Python", "Scala", "Apache Spark", "Apache Flink", "Databricks", "AWS", "GCP", "Azure", "Kinesis", "Apache Kafka", "Machine Learning", "Feature Engineering", "Feature Store", "Data Governance", "Data Compliance"]	senior	Wiliot	Senior Data Engineer	קיסריה	מחוז חיפה	Wed Jan 31 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 1 day ago	16	1	5	Mon Mar 25 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	any cloud	not mentioned		1
9	010c9cd33772395f	5	mandatory	["B.Sc.", "M.Sc."]	["English", "Hebrew"]	["Business Analysis", "Market Research", "SQL"]	["Python", "Tableau", "MS Power BI"]	senior	Gett	Business Analyst Lead	תל אביב -יפו	מחוז תל אביב	Mon Jun 03 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	Posted Posted 14 days ago	5	1	5	Thu Aug 15 2024 00:00:00 GMT+0000 (Coordinated Universal Time)	1	not mentioned	any_viz_tool	1


CREATE TABLE processed_data (
  "unnamed_0" BIGINT,
  "url" VARCHAR,
  "experience_years" VARCHAR,
  "experience_mandatory" VARCHAR,
  "education" VARCHAR,
  "languages" VARCHAR,
  "mandatory" VARCHAR,
  "advantage" VARCHAR,
  "job_type" VARCHAR,
  "company" VARCHAR,
  "job_title" VARCHAR,
  "city" VARCHAR,
  "district" VARCHAR,
  "first_online" TIMESTAMP,
  "last_update" VARCHAR,
  "total_dates" BIGINT,
  "is_direct" BIGINT,
  "min_experience" DOUBLE,
  "last_online" TIMESTAMP,
  "is_unique_text" BIGINT,
  "cloud_skills" VARCHAR,
  "viz_tools" VARCHAR,
  "type_da" BIGINT,
  "type_ds" BIGINT,
  "type_de" BIGINT,
  "type_bi" BIGINT,
  "type_aiml" BIGINT
);