Skip to content

Instantly share code, notes, and snippets.

@ruanchaves
Last active May 31, 2023 21:06
Show Gist options
  • Save ruanchaves/7f8250aa2a999d4061ca8523ae0011b6 to your computer and use it in GitHub Desktop.
Save ruanchaves/7f8250aa2a999d4061ca8523ae0011b6 to your computer and use it in GitHub Desktop.
This table provides information on various technologies or skills, including their job postings count on Indeed, Stack Overflow question count, and the corresponding score. The score is calculated by dividing the job postings count by the question count, indicating the relative popularity or demand of each technology or skill.
Technology / Skill Indeed Job Postings Count SO Question Count Score
Looker 917 200 4.585
CI/CD 7829 1751 4.471159338
Feature Store 162 47 3.446808511
MLOps 350 212 1.650943396
Splunk 2446 2182 1.120989918
Tableau 4579 5431 0.8431228135
Jira 4694 5838 0.8040424803
ETL 3740 5776 0.6475069252
Kubeflow 167 411 0.4063260341
ELK 382 1061 0.3600377003
Azure Synapse 820 2389 0.3432398493
Databricks 1768 6681 0.2646310433
NoSQL 3445 13085 0.2632785632
Qlik 190 727 0.2613480055
Athena 691 3356 0.2058998808
Power BI 3013 17648 0.1707275612
Scaled Agile 197 1198 0.1644407346
Terraform 2850 17361 0.1641610506
Redshift 1256 8422 0.1491332225
GCP 6433 45766 0.1405628633
Weights & Biases 17 123 0.1382113821
Kubernetes 7786 58128 0.1339457748
Azure 16061 131769 0.1218875456
Presto 367 3058 0.1200130804
Snowflake 1271 10756 0.1181666047
MLFlow 77 685 0.1124087591
Grafana 534 5281 0.1011172126
AWS 15358 152339 0.1008146305
Fargate 153 1660 0.0921686747
Delta Lake 99 1116 0.08870967742
Kafka 2682 31157 0.0860801746
SPSS 170 2065 0.08232445521
KNIME 24 295 0.0813559322
ChatGPT 80 1048 0.07633587786
Jenkins 3648 50057 0.07287692031
AWS Glue 319 4562 0.06992547128
DynamoDB 847 13572 0.06240789861
LangChain 10 169 0.05917159763
Airflow 556 11104 0.05007204611
Docker 6172 130476 0.04730371869
Git 6914 148800 0.04646505376
SageMaker 123 2706 0.04545454545
Talend 111 2747 0.04040771751
AWS Lambda 1197 29966 0.03994527131
Numba 2 56 0.03571428571
Spark 2571 80444 0.03196012133
SSAS 174 5642 0.03084012761
Linux 6852 224782 0.03048286785
Hive 813 26761 0.03038003064
Kibana 191 6330 0.03017377567
SQL 19125 661356 0.02891785967
Typescript 6143 216321 0.02839761281
Cassandra 496 20475 0.02422466422
HuggingFace 9 392 0.02295918367
Hadoop 1013 44259 0.02288800018
BERT 40 1769 0.022611645
SSRS 572 25508 0.02242433746
Spring 4367 207766 0.0210188385
AutoML 9 429 0.02097902098
Apache NiFi 96 4955 0.01937436932
React 8835 457854 0.01929654431
HBase 128 6962 0.0183855214
SQL Server 5852 330195 0.01772286073
MXNet 12 698 0.01719197708
Elasticsearch 936 57611 0.01624689729
XGBoost 43 2758 0.01559100798
FastAPI 77 5172 0.0148878577
Pytorch 285 21739 0.01311007866
LDA 14 1180 0.01186440678
Spring Boot 1537 139851 0.01099026821
Scala 1200 111482 0.01076406954
Node.js 4971 463077 0.01073471582
Golang 707 69246 0.01020997603
Solr 207 20510 0.01009263774
PyCaret 2 218 0.009174311927
Groovy 268 29700 0.009023569024
Hugging Face 23 2552 0.009012539185
Flask 477 53113 0.008980852145
Kotlin 741 88456 0.008377046215
R 3866 490625 0.007879745223
PostgreSQL 1325 169856 0.00780072532
Lucene 93 11993 0.007754523472
Python 16571 2140113 0.007743049082
Snakemake 12 1581 0.007590132827
Giraph 1 155 0.006451612903
Spacy 22 3677 0.005983138428
Javascript 13411 2496992 0.005370862221
Ruby 1073 227956 0.004707048729
Tensorflow 382 81984 0.004659445746
C++ 3540 794543 0.004455391338
MySQL 2877 660236 0.004357532761
PySpark 154 38196 0.004031835794
Apache Beam 18 4584 0.003926701571
PyTorch Lightning 2 520 0.003846153846
Apache SuperSet 4 1124 0.003558718861
Neo4j 79 22557 0.003502238773
Scipy 66 20948 0.003150658774
PrestoDB 9 3058 0.002943100065
Gensim 7 2428 0.002883031301
NLTK 19 7121 0.002668164584
Keras 111 42080 0.0026378327
Plotly 39 14827 0.002630336548
Numpy 221 111409 0.001983681749
Numpy 221 111438 0.001983165527
Watchdog 1 550 0.001818181818
Seaborn 16 9364 0.001708671508
Pandas 475 279626 0.001698697546
Weka 5 3031 0.001649620587
Django 487 307012 0.001586257215
Matplotlib 91 70876 0.001283932502
Clojure 21 17573 0.00119501508
MLib 2 2235 0.0008948545861
OpenCV 43 72153 0.0005959558161
NetworkX 1 5924 0.0001688048616
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment