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IE Operating Systems, High Performance Computing (cranking out extra cycles for algos with making sure to only process data in cache, using simd calls etc), Database system development, Graphics, Machine Learning, General AI, Sub AI fields like natural language processing or searches, Security / Hacking / Writing Malware / Breaking into systems, Security / Encryption development, etc.

IE Operating Systems, High Performance Computing (cranking out extra cycles for algos with making sure to only process data in cache, using simd calls etc), Database system development, Graphics, Machine Learning, General AI, Sub AI fields like natural language processing or searches, Security / Hacking / Writing Malware / Breaking into systems, Security / Encryption development, etc.

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  1. Operating Systems
  2. High Performance Computing (cranking out extra cycles for algos with making sure to only process data in cache, using simd calls etc)
  3. Database system development
  4. Graphics
  5. Machine Learning
  6. General AI Sub AI fields like;
  7. natural language processing
  8. searches
  9. Security
  10. Hacking
  11. Writing Malware
  12. Encryption development

You've listed 12 entirely different degrees paths, which while each under the umbrella of CS are specific, unique and near wholly divergent after Sophomore year.

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Ya that's what I'm saying. You could go really deep into any of these from a scientific perspective. Really pushing cutting edge 'tech'. Being really far into any one of those could get you deep back room jobs at dod jobs, intel / amd, or intelligence agencies etc.

My personal favorites are High Performance Computing, Natural Language Processing and probably 'hacking'. Ie looking the latest bug reports for different libraries and making exploits.

Not sure if anyone has any other suggestions for deep CS fields. Computer Vision?