/Job Impact Index /Data Engineer

Data Engineer

Generated by AI
30%
AI Impact
Tasks
216
AIs
2,688
Generated by ChatGPT

A Data Engineer plays a critical role in a software development team responsible for designing, building, and maintaining the infrastructure required for big data processing.

Data Engineers work closely with data scientists and analysts to ensure data is accessible and optimized for queries, analytics, and visualization, driving valuable insight to improve business decisions.

Tasks

#
Task
AI Impact
AIs
1
SQL coding
80%
4
2
Database optimization
80%
12
3
Document data extraction
75%
16
4
Data analysis
75%
179
5
R queries
70%
1
6
Decision making
70%
31
7
Search engine
65%
36
8
ChatGPT for spreadsheets
62%
1
9
Model generation
60%
17
10
ChatGPT on Whatsapp & Telegram
60%
3
11
Code editing
50%
1
12
Google search
45%
4
13
Database Q&A
45%
36
14
Customer analysis
45%
5
15
Business process analysis
45%
3
16
Business intelligence
45%
25
17
User personas
40%
17
18
Task automation
40%
102
19
Stable Diffusion multiplayer
40%
1
20
Spreadsheet tasks
40%
32
21
Search saved items
40%
1
22
Q&A YCombinator
40%
2
23
Notion link search
40%
1
24
Multilanguage ChatGPT
40%
1
25
Document Q&A
40%
145
26
Collaborative documents
40%
1
27
ChatGPT on Mac
40%
27
28
ChatGPT for Chrome
40%
8
29
Chatbot for WhatApp & Telegram
40%
1
30
Search summaries
35%
3
31
Job recruitment
35%
75
32
Ideas from James Altucher
35%
1
33
Customer insights
35%
7
34
User experience
34%
1
35
Text explanations through analogies
30%
2
36
SQL queries
30%
42
37
Data entry
30%
2
38
Coding in Google Colab
30%
1
39
ChatGPT for Slack
30%
12
40
Case studies
30%
5
41
AI generated content search tool
30%
1
42
Writing documentation
25%
7
43
Video presentations
25%
1
44
Twitter bots tracking
25%
1
45
Text completion
25%
2
46
Terminal commands management
25%
10
47
Pitch decks
25%
10
48
Performance reviews
25%
9
49
Message suggestions
25%
1
50
Goal achieving
25%
16
51
GitHub search tool
25%
1
52
Email writing
25%
71
53
Conversation summaries
25%
6
54
ChatGPT sidebar
25%
2
55
ChatGPT for Telegram
25%
10
56
AI model training
25%
9
57
Word finding
20%
6
58
Text explanations
20%
4
59
Text autocompletion
20%
6
60
Team management
20%
13
61
Startup ideas
20%
33
62
SEO Ranking
20%
6
63
Search engine and chatbot
20%
1
64
Resume analysis
20%
26
65
Q&A
20%
36
66
Project descriptions
20%
3
67
Product glossaries
20%
1
68
Pattern generation
20%
3
69
NFT generation
20%
3
70
Linkedin posts
20%
42
71
Lead generation
20%
7
72
Image search engine
20%
1
73
Grammar checking
20%
27
74
Excel formulas
20%
21
75
Coding help
20%
30
76
Code explanations
20%
28
77
ChatGPT on Discord
20%
2
78
ChatGPT for Whatsapp
20%
23
79
AI tools search
20%
1
80
Academic research
20%
54
81
3D image generation
20%
1
82
Twitter bio
18%
2
83
Website content
15%
3
84
Social media posts from Youtube videos
15%
1
85
SEO keywords
15%
23
86
Q&A from books
15%
11
87
Product search engine
15%
4
88
Personal information web search
15%
2
89
Linkedin comments
15%
6
90
Image generation from Twitter
15%
1
91
Image canvas
15%
1
92
Image and video generation
15%
3
93
HR Q&A
15%
3
94
Gmail email writing
15%
9
95
Email outreach
15%
25
96
Email lists
15%
1
97
Digital user manuals
15%
5
98
Crypto trading
15%
9
99
ChatGPT for websites
15%
21
100
ChatGPT for browsers
15%
7
101
Career advice
15%
53
102
App development
15%
1
103
Speech to text
12%
30
104
Workspace organization
10%
6
105
User stories
10%
15
106
Scientific article summaries
10%
4
107
Resumes & Cover letters
10%
16
108
Note summaries
10%
4
109
Meeting summaries
10%
49
110
Meeting notes
10%
3
111
Job descriptions
10%
19
112
Industrial vehicles
10%
1
113
Image to text
10%
12
114
Image to HTML
10%
6
115
Image patterns
10%
1
116
Healthcare task automation
10%
2
117
Communication improvement
10%
29
118
Code documentation
10%
23
119
Cheat Sheets
10%
1
120
ChatGPT thesaurus
10%
1
121
ChatGPT for iMessage
10%
3
122
Calendar assistant
10%
18
123
Augmented reality
10%
1
124
Image gradients
8%
3
125
Email summaries
7%
5
126
Video chapters
6%
2
127
Wish generation
5%
1
128
WhatsApp conversations
5%
4
129
Website forms
5%
15
130
Voice messages
5%
1
131
Vehicle diagnosis
5%
15
132
Twitter conversations
5%
4
133
Text to video
5%
1
134
Stock market news
5%
5
135
Speech to speech
5%
1
136
React coding
5%
4
137
Property listings
5%
2
138
Prompt generation
5%
56
139
Product design
5%
24
140
Presentation slides
5%
57
141
Meeting planning
5%
2
142
Job interviews
5%
14
143
Instagram captions
5%
10
144
Image to image
5%
14
145
Image generation
5%
454
146
Empathic messages
5%
1
147
Email replies
5%
15
148
Customer feedback
5%
11
149
Crypto trading bots
5%
2
150
Cover letters
5%
59
151
Contract reviews
5%
25
152
Commit messages
5%
5
153
Code reviews
5%
26
154
Business reports
5%
10
155
Audio to video
5%
2
156
App ideas
5%
4
2,688 AI tools
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