number crunching
Heavy mathematical work
Number crunching is intensive mathematical calculation, especially when performed by computers processing large datasets: The financial model required serious number crunching.
The term suggests volume and complexity—not elegant proofs but brute computational force.
A number cruncher is a person or machine that performs such work.
Mathematical processing work
- arithmeticMathematics of basic operations
- mathematicsScience of quantity and structure
- formulaFixed method or notation
- equationMathematical equality assertion
algorithm · spreadsheet · calculator · tabulation · quantitative · addition · subtraction · multiplication
Maintaining financial records
- budgetingAllocating funds systematically
- ledgerFinancial record book
- balance sheetAssets-liabilities-equity report
- profitGain exceeding expenditure
loss · revenue · expenses · capital · assets · liabilities · cashflow · fiscal
Systematic information interpretation
- probabilityQuantified chance of occurrence
- meanAverage, or spiteful
- medianCentral sorted value
- varianceSpread around the mean
correlation · regression · dataset · sampling · outliers · modeling · trends · forecasting
Accuracy of measurement
- accuracyDegree of correctness
- detail-orientedFocused on small elements
- thoroughComplete in every detail
- analyticalExamining parts methodically
methodical · systematic · careful · rigorous · exacting · data-driven · verification · double-checking
Self-operating system design
- optimizationMaximizing efficiency or performance
- streamliningMaking more aerodynamic or efficient
- productivityOutput relative to input
- speedRate of motion
batch processing · workflow · throughput · scalability · time-saving · fast-tracking · parallel processing · real-time
computation
Mathematical processing work
- arithmeticMathematics of basic operations
- mathematicsScience of quantity and structure
- formulaFixed method or notation
equation · algorithm · spreadsheet · calculator · tabulation · quantitative · addition · subtraction · multiplication · division
accounting
Maintaining financial records
- budgetingAllocating funds systematically
- ledgerFinancial record book
- balance sheetAssets-liabilities-equity report
profit · loss · revenue · expenses · capital · assets · liabilities · cashflow · fiscal · portfolio
data analysis
Systematic information interpretation
- probabilityQuantified chance of occurrence
- meanAverage, or spiteful
- medianCentral sorted value
variance · correlation · regression · dataset · sampling · outliers · modeling · trends · forecasting · metrics
precision
Accuracy of measurement
- accuracyDegree of correctness
- detail-orientedFocused on small elements
- thoroughComplete in every detail
analytical · methodical · systematic · careful · rigorous · exacting · data-driven · verification · double-checking · cross-referencing
automation
Self-operating system design
- optimizationMaximizing efficiency or performance
- streamliningMaking more aerodynamic or efficient
- productivityOutput relative to input
speed · batch processing · workflow · throughput · scalability · time-saving · fast-tracking · parallel processing · real-time · turnaround
- math expressionsdo the math, add up, napkin math, factor in, figure out
- brute forcetrial and error, dictionary attack, credential stuffing, iteration, full scan
- number jobsaccounting, bookkeeping, budgeting, statistics, data analysis
- Supercomputingsupercomputer, parallel processing, petaflops, teraflop, cluster
- crunchy soundscrackling, crushing, snapping, eating apples
number crunchingintuition
Instinctive immediate understanding
gut feeling · instinct · winging it · speculation · guesswork
number crunchingblue-sky thinking
Unrestricted creative brainstorming
daydreaming · artistic expression · lateral thinking · creative thinking · brainstorming
number crunchingcreative work
Original artistic production
storytelling · wordsmithing · people skills · relationship building · soft skills
number, crunch, numbers, number-crunching, crunching, numeral, numerical, enumerate, innumerable