Spark demand across tech roles

By role

Share of each role's open positions and of its companies mentioning Spark
Role	Share of roles, as a bar	% of roles	% of companies
Data engineering	30 of 69 roles · 16 of 23 companies	44%	70%
Data science	16 of 72 roles · 7 of 19 companies	22%	37%
Data analysis	6 of 31 roles · 4 of 14 companies	19%	29%
Solutions engineering	66 of 436 roles · 4 of 27 companies	15%	15%
Machine learning & AI	44 of 366 roles · 13 of 29 companies	12%	45%
Software engineering	99 of 1736 roles · 16 of 35 companies	6%	46%
SRE & platform	5 of 136 roles · 3 of 29 companies	4%	10%
Security	10 of 297 roles · 4 of 33 companies	3%	12%

Roles with at least 5 openings mentioning Spark.

Companies with the most open tech roles mentioning Spark.

Open roles mentioning Spark, newest first, up to 3 per company.

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