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Role explorer

How is your role developing?

Search for a job title and combine it with filters: the baito Index shows you the weekly trend of postings, work modes, employer types and salaries.

Roles are based on ESCO, the EU's occupation taxonomy. It's the same taxonomy we use to classify every job on baito.

How we classify roles:

IT-Business-Analyst:in

Time series: all postings for this role – independent of the filters.

−72%
01020Dec 29Feb 2Mar 9Apr 13May 18Jun 22
7
Overall 1,188

Data as of June 28, 2026·Source: baito job data·based on 222 postings · incl. 15 related roles

– – Overall: all new postings, own scale

Current snapshot

Rolling 90 days – responds to your filters.

Supporting
Postings, last 90 days136incl. postings that have since closed
Of which live now66open on baito right now

Work modes

  • Hybrid67%91
  • On-site28%38
  • Remote4%6

Source: baito job data·based on 135 postings with a stated mode

Employment type

  • Full-time88%119
  • Part-time40%55
  • Temporary Work8%11
  • Student Jobs7%10
  • 4 days job7%9
  • Freelance1%2

Source: baito job data·based on 136 postings with a stated mode

Multiple mentions possible – one posting can count more than once.

Seniority

  • Entry Level1%1
  • Junior17%21
  • Mid-Level47%57
  • Senior37%45
  • Lead1%1

Source: baito job data·based on 122 postings with a stated mode

Multiple mentions possible – one posting can count more than once.

Top organization types

  • Private Sector29%39
  • Consultancy12%16
  • Government11%15
  • Association10%13
  • Startup8%11

Source: baito job data·based on 136 postings

Multiple mentions possible – one posting can count more than once.

Top SDGs

  • 9 – Industry, Innovation & Infrastructure27%37
  • 13 – Climate Action19%26
  • 7 – Affordable & Clean Energy18%25
  • 8 – Decent Work & Economic Growth15%20
  • 4 – Quality Education11%15

Source: baito job data·based on 136 postings

Multiple mentions possible – one posting can count more than once.

Top cities

  • Berlin19%26
  • Hamburg18%25
  • München12%16
  • Altenholz8%11
  • Halle (Saale)8%11
  • Bremen7%10

Source: baito job data·based on 136 postings

Multiple mentions possible – one posting can count more than once.

Salary

Annual salary (median) of postings stating one

baitoNational median: €76,500
€0k€23k€45k€68k€90k
Entry€56,994
Median€63,837
Peak€68,631

Pay transparency

19%state salary or tariff
  • Salary only13%17
  • Salary and tariff1%2
  • Tariff only5%7
  • Not disclosed81%110

Source: baito job data·based on 19 postings

Collective agreement

How many postings name a collective agreement

7%

of postings name a collective agreement

Most common agreements

  • TVöD33%3
  • TV EntgO-DRV22%2
  • KDO11%1
  • Tarifvertrag der Volks- und Raiffeisenbanken11%1
  • Tarifvertragliche Vergütung11%1
  • TV-L11%1

Source: baito job data·based on 9 postings with a collective agreement

Contract shares relative to postings naming a collective agreement.

AI index

How much of this occupation AI touches today, and whether it assists or takes over

Augmentation (AI assists)30%
Automation (AI takes over)20%

AI usage is recorded on 15 of 22 tasks; 32% of them carry no AI signal yet.

So far, AI is mostly used in a supporting role in this occupation – it helps with tasks rather than taking them over.

Since Dec 2024: automation -8 pts, augmentation +6 pts

Trend across releasesAugmentationAutomation

Split within the AI-used tasks over time, not the share of the whole role.

0%50%100%
Dec 24Aug 25Nov 25Feb 26

Data basis: Computer Systems Analysts · Match: high · As of: Feb 2026

Source: Anthropic Economic Index (CC-BY 4.0)

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Matching jobs

All figures come from the baito Index: postings on baito since January 2023 – not a statistic on the entire German labor market. More on the methodology

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