Career Details

Algorithms & Data Structures

Description

The Algorithms & Data Structures industry certification exam builds on the object-oriented programming principles taught in Computer Programming 1, 2, and Advanced. The exam covers ideas, tools, structure, syntax, libraries, and object-oriented design techniques for developing well-formed programs using data structures. Learners are assessed on concepts such as problem-solving, program structure, classes, methods, data types, control constructs, file and console I/O. Other tested topics include designing object-oriented programs containing data structures and designing and using common data structures including arrays, hash tables, stacks, queues, linked lists, binary trees, multiway trees, and graphs. They define and use common algorithms including traversals, searching, sorting, compression, and paths. Learners must have knowledge of several programs to understand of these concepts using an appropriate programming language.

Certifying Organization

YouScience

Details

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Certificates

Certificate name

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Certifying Organization

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Type

Core

Certificate name

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Certifying Organization

Smart Automation Certification Alliance

Type

Product/Equipment

Certificate name

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Certifying Organization

TRECCERT

Type

Core

Financial Quantitative Analysts

Median Annual Income

$78,310

Projected Job Growth

+6 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Develop quantitative techniques to inform securities investing, equities investing, pricing, or valuation of financial instruments. Develop mathematical or statistical models for risk management, asset optimization, pricing, or relative value analysis.

InvestigativeConventional

Computer and Information Research Scientists

Median Annual Income

$145,080

Projected Job Growth

+26 %

Career Cluster(s)

Digital Technology

Most Common Education Level

Master's degree

Conduct research into fundamental computer and information science as theorists, designers, or inventors. Develop solutions to problems in the field of computer hardware and software.

InvestigativeConventionalRealistic

Mathematicians

Median Annual Income

$116,440

Projected Job Growth

+4 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Master's degree

Conduct research in fundamental mathematics or in application of mathematical techniques to science, management, and other fields. Solve problems in various fields using mathematical methods.

InvestigativeConventional

Operations Research Analysts

Median Annual Income

$83,640

Projected Job Growth

+23 %

Career Cluster(s)

Management & Entrepreneurship

Most Common Education Level

Bachelor's degree

Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.

InvestigativeConventional

Statisticians

Median Annual Income

$104,110

Projected Job Growth

+12 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Master's degree

Develop or apply mathematical or statistical theory and methods to collect, organize, interpret, and summarize numerical data to provide usable information. May specialize in fields such as biostatistics, agricultural statistics, business statistics, or economic statistics. Includes mathematical and survey statisticians.

InvestigativeConventional

Biostatisticians

Median Annual Income

$104,110

Projected Job Growth

+12 %

Career Cluster(s)

Public Service & Safety

Most Common Education Level

Master's degree

Develop and apply biostatistical theory and methods to the study of life sciences.

InvestigativeConventional

Business Intelligence Analysts

Median Annual Income

$108,020

Projected Job Growth

+36 %

Career Cluster(s)

Marketing & Sales

Most Common Education Level

Bachelor's degree

Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.

ConventionalInvestigativeEnterprising

Bioinformatics Technicians

Median Annual Income

$70,620

Projected Job Growth

+7 %

Career Cluster(s)

Management & Entrepreneurship

Most Common Education Level

Bachelor's degree

Apply principles and methods of bioinformatics to assist scientists in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. Apply bioinformatics tools to visualize, analyze, manipulate or interpret molecular data. May build and maintain databases for processing and analyzing genomic or other biological information.

InvestigativeConventionalRealistic

Bioinformatics Scientists

Median Annual Income

$91,100

Projected Job Growth

+6 %

Career Cluster(s)

Healthcare & Human Services

Most Common Education Level

Bachelor's degree

Conduct research using bioinformatics theory and methods in areas such as pharmaceuticals, medical technology, biotechnology, computational biology, proteomics, computer information science, biology and medical informatics. May design databases and develop algorithms for processing and analyzing genomic information, or other biological information.

InvestigativeConventionalRealistic

Statistical Assistants

Median Annual Income

$50,510

Projected Job Growth

0 %

Career Cluster(s)

Financial Services

Most Common Education Level

Bachelor's degree

Compile and compute data according to statistical formulas for use in statistical studies. May perform actuarial computations and compile charts and graphs for use by actuaries. Includes actuarial clerks.

ConventionalInvestigative