Curriculum to Careers

Salaries here attach to job roles. One course can lead to several roles, and several courses can lead to the same role, so no single salary belongs to a course. The medians, growth rates and job counts are national Lightcast figures for the occupations two Franklin analytics programs feed — the M.S. in Business Analytics and the B.S. in Analytics — not outcomes measured on Franklin graduates. Both tables start with every row from both programs showing; the Program filter narrows either one to a single program. A few roles the curriculum names — the finance-side master's ones in particular — are outside their own program's occupation set, so they appear in the first table as plain text with no salary row to link to.

Curriculum-to-careers crosswalk

Showing 18 of 18 courses

Skills & tools you'll gainJob roles it supports
MATH 601 – Introduction to AnalyticsStatistics, inference, regression, data ethics; statistical softwareBusiness / Data Analyst (foundation)
DATA 630 – Applied Database ManagementSQL, relational database design, data warehousingData Analyst, BI Analyst, Business Systems Analyst
DATA 605 – Data Visualization & ReportingTableau, dashboards, data storytellingBI Analyst, Data Visualization Analyst
DATA 610 – Big Data Analytics & Data MiningPython, data mining, machine learning, big / unstructured dataData Scientist, Data Analyst, Analytics Specialist
BUSA 603 – Marketing Management & AnalyticsAI-based marketing analytics tools, Google Analytics, campaign / ROI analyticsMarket Research / Marketing Analytics Specialist
BUSA 604 – Financial Decision ModelingExcel, financial modeling, forecasting, Monte Carlo, regressionFinancial Analyst, Budget Analyst, FP&A
BUSA 605 – Business Analytics StrategyAI-driven strategic framing, analytics strategy, case studiesAnalytics Consultant, Management Analyst
BUSA 695 – Capstone in Business AnalyticsExcel, Tableau, Python; applied AI project + portfolioManagement Analyst, Analytics Consultant
BUSA 250 – SQL for BusinessSQL; data querying and exploration for business problem-solvingData Analyst, BI Analyst, Business Systems Analyst
COMP 101 – Problem Solving With ComputingStructured/algorithmic thinking; programming foundations (variables, functions, arrays)Foundation for all analyst roles
DATA 300 – Introduction to AnalyticsBusiness problem framing, data wrangling, descriptive & inferential statistics, data visualization, data storytelling; AI-Augmented Analytics frameworkBusiness Analyst, Data Analyst
DATA 310 – Data VisualizationTableau / Power BI, dashboards, data storytellingBI Analyst, Data Visualization Analyst
BUSA 350 – Principles of Analytics ModelingAI literacy and AI communication, machine-learning fundamentals, model interpretation, analytics framing; Dataiku — no programming requiredData Analyst, Analytics Specialist
DATA 400 – Principles of Machine LearningPython; machine-learning algorithms, prediction models, performance metricsData Scientist, ML-focused Analyst
DATA 450 – Advanced Topics in AnalyticsBig-data platforms, model interpretation, simulation, optimization, analytics reportingData Scientist, Analytics Specialist
DATA 495 – Analytics CapstoneEnd-to-end applied project — problem framing through model interpretation — plus portfolioManagement Analyst, Analytics Consultant
MATH 254 – Mathematics for Data AnalyticsCalculus, linear algebra, probability distributions for modelingStatistician, Data Scientist (foundation)
CYSC 250 – Cybersecurity for the ProfessionsData security, governance, risk management, privacy & ethicsData-governance / risk-aware analyst roles

B.S. in Analytics focus areas

The ten B.S. courses in the table above are the analytics backbone every B.S. student completes whichever focus area they choose; the focus courses below are additional to it, and they are what tilts the same backbone toward one career track rather than another.

Focus areaRepresentative focus coursesJob roles
Applied Data ScienceDATA 250 Analytics Programming, DATA 430 Data Engineering Technologies, CLOUD 200 Cloud Fundamentals, DATA 415 Data Warehouse ArchitectureData Scientist, Data Engineer, Data Analyst
Business AnalyticsACCT 202, ECON 210, FINA 301, MGMT 312, MKTG 300, BSAD 305 Business and AIBusiness Analyst, Financial Analyst, Management/Marketing Analyst
Healthcare AnalyticsHCM 210 Healthcare Foundations, HIM 320 Health Data, HIM 350 Health Informatics, HIM 470 Health Information SystemsHealthcare Data Analyst, Health Informatics Analyst

Careers & salary outlook

Sorted by median salary, highest first. Roles that a course in the table above names are buttons: pick one to filter that table down to the courses supporting it, in the same program. The Median salary and Growth headers sort the table; click a header again to reverse it, and a third time to return to salary order.

Five occupations appear twice here, once per program, and that is not a duplicate row. The two programs were measured by two different Lightcast reports: the master's figures come from the Q1 2026 data set filtered to a Master's degree over postings from January to March 2026, the bachelor's figures from the Q2 2026 data set filtered to a Bachelor's degree over postings from March 2025 to March 2026. Because each report counts a different slice of the workforce, the same occupation legitimately carries two different growth rates and two different 2026 job counts. The national median earnings are identical in both — those come from the occupation, not from the education filter. Neither figure is wrong and neither supersedes the other, so both are shown with the program and the report they came from.

Showing 15 of 15 occupation rows

Job roleProgramJobs (2026)Source
Financial ManagersB.S. in Analytics$160,784+14.03%379,725Lightcast Q2 2026
M.S. in Business Analytics$112,174+28.10%91,945Lightcast Q1 2026
B.S. in Analytics$112,174+28.39%103,707Lightcast Q2 2026
Financial Risk SpecialistsB.S. in Analytics$105,976+7.77%24,738Lightcast Q2 2026
StatisticiansM.S. in Business Analytics$103,043+7.86%12,263Lightcast Q1 2026
B.S. in Analytics$103,043+8.13%13,796Lightcast Q2 2026
M.S. in Business Analytics$101,213+9.89%346,738Lightcast Q1 2026
B.S. in Analytics$101,213+10.10%486,576Lightcast Q2 2026
Financial and Investment AnalystsB.S. in Analytics$101,171+7.80%195,354Lightcast Q2 2026
Computer ProgrammersB.S. in Analytics$96,616−1.74%59,672Lightcast Q2 2026
Postsecondary TeachersB.S. in Analytics$83,949+7.68%284,577Lightcast Q2 2026
M.S. in Business Analytics$76,357+8.53%210,002Lightcast Q1 2026
Market Research Analysts and Marketing SpecialistsB.S. in Analytics$76,357+8.74%538,377Lightcast Q2 2026
Mathematical Science Occupations, All OtherM.S. in Business Analytics$71,344+3.42%2,103Lightcast Q1 2026
Mathematical Science Occupations, All OtherB.S. in Analytics$71,344+3.94%2,361Lightcast Q2 2026

Source for the master's rows: Lightcast Q1 2026 Data Set (April 2026), Program Overview for CIP 30.7102 Business Analytics, United States, with the occupation set filtered to Master's degree. These five are the report's complete set of target occupations — none has been dropped. Median salaries are annualized from the report's hourly medians at 2,080 hours per year; growth and job counts are the report's national figures for the occupation, not Franklin graduate outcomes.

Source for the bachelor's rows: Lightcast Q2 2026 Data Set (June 2026), Program Overview for CIPs 30.7101 Data Analytics General, 30.7102 Business Analytics, 30.7103 Data Visualization, 30.7104 Financial Analytics and 30.7199 Data Analytics Other, United States, with the occupation set filtered to Bachelor's degree, a 2026–2036 jobs timeframe and a job-postings timeframe of March 2025 to March 2026. These ten are that report's complete set of target occupations — none has been dropped either: Computer Programmers is projected to decline by 1.74% and is still here. Median salaries are annualized from the report's hourly medians at 2,080 hours per year, the same way; growth and job counts are the report's national figures for the occupation, not Franklin graduate outcomes. Taken as one set, the report puts the median for these ten occupations at $46.87 per hour — $97,500 a year at 2,080 hours — with +10.4% projected growth.

What employers ask for

The two tables above say which roles a course points at and what those roles pay. They do not show whether employers asked for the skills those courses teach. These three do: the skills and tools named in job postings, the qualifications those postings requested, and the titles the jobs were posted under, over the same three months.

These three tables are master's data only: every figure in them comes from the Lightcast Q1 2026 report behind the M.S. rows of the salary table, so none of it describes the B.S. in Analytics occupation set or its posting window.

Skills and tools in job postings

Specialized skills are the subject-matter ones, Software covers named tools, and Common skills are the general workplace ones. Percentages are the share of all 32,539 unique postings; a posting usually names several skills, so they do not add to 100%.

Showing 27 of 27 skills

Skill or toolCategoryProjected growthGrowth vs. market
Data AnalysisSpecialized13,38241%+25.8%Rapidly Growing
Computer ScienceSpecialized11,78936%+26.8%Rapidly Growing
StatisticsSpecialized11,27035%+22.7%Rapidly Growing
Data ScienceSpecialized10,99634%+17.4%Growing
Artificial IntelligenceSpecialized8,89127%+12.4%Growing
Machine LearningSpecialized8,48026%+19.9%Rapidly Growing
Project ManagementSpecialized7,03522%+19.8%Rapidly Growing
SQL (Programming Language)Software11,98437%+6.4%Stable
Python (Programming Language)Software11,92337%+24.5%Rapidly Growing
R (Programming Language)Software7,01622%+20.3%Rapidly Growing
Tableau (Business Intelligence Software)Software6,71121%+20.8%Rapidly Growing
DashboardSoftware6,66320%+25.3%Rapidly Growing
Power BISoftware6,16519%+20.4%Rapidly Growing
Microsoft ExcelSoftware5,33616%+17.7%Growing
Microsoft PowerPointSoftware3,55211%+26.1%Rapidly Growing
SAS (Software)Software3,40910%+12.4%Growing
Amazon Web ServicesSoftware3,0019%+24.0%Rapidly Growing
CommunicationCommon19,60560%+3.6%Lagging
LeadershipCommon14,20244%+8.5%Stable
ManagementCommon10,27132%+5.3%Stable
Problem SolvingCommon9,19028%+11.3%Growing
ResearchCommon9,11628%+17.2%Growing
OperationsCommon9,03528%+8.1%Stable
InnovationCommon8,00025%+25.8%Rapidly Growing
PresentationsCommon7,50123%+23.0%Rapidly Growing
Decision MakingCommon7,31922%+13.5%Growing
MathematicsCommon7,30822%+20.2%Rapidly Growing

Qualifications requested

All ten the report lists, postings descending. Four are security clearances and one is a driver's license: those come from the federal and defense employers inside this occupation set, not from anything the program teaches.

QualificationPostings
Master Of Business Administration (MBA)4,185
Security Clearance902
Top Secret-Sensitive Compartmented Information (TS/SCI Clearance)850
Secret Clearance657
Valid Driver's License635
Project Management Professional Certification478
Chartered Financial Analyst340
Certified Information Systems Security Professional333
Top Secret Clearance312
Microsoft Certified Professional275

BUSA 604 – Financial Decision Modeling is the one master's course above whose job roles have no salary row to link to; Microsoft Excel (5,336 postings) in the skills table and Chartered Financial Analyst (340 postings) in this one are where it meets this labor-market data.

Top posted job titles

Data Analyst, Business Analyst and Business Systems Analyst are role names the first table uses that have no Lightcast occupation row, so the salary table cannot price them. Employers posted for all three by name. Posting intensity is total postings per unique posting. “Home Shopping Personal Shoppers” is a classifier artifact rather than an analytics job; it is left in because dropping rows would misstate the source.

Job titleTotal postingsUnique postingsPosting intensityMedian posting duration
Data Scientists5,3962,3752 : 115 days
Data Analysts1,8018662 : 111 days
Business Analysts1,5547792 : 112 days
Data Science Managers9323553 : 111 days
Directors of Data Science6043392 : 118 days
Principal Data Scientists7723362 : 18 days
Business Systems Analysts8033113 : 117 days
Enterprise Architects6143002 : 114 days
Data Analytics Managers7092823 : 114 days
Home Shopping Personal Shoppers3312671 : 146 days

Source for the three tables above: Lightcast Q1 2026 Data Set (April 2026), Program Overview for CIP 30.7102 Business Analytics, United States, with the occupation set filtered to Master's degree — the same report and vintage as the salary table's master's rows, and not the Q2 2026 report behind its bachelor's rows. The figures cover 32,539 unique job postings from January to March 2026 (73,184 total), and every percentage is a share of those 32,539. SQL, Python and R appear in both the report's specialized-skills list and its software list, with identical postings, percentages and growth rates; they are listed once here, under Software, because they are tools. No row has been dropped from any of the three tables.

Employment and salary figures are provided by Lightcast and represent U.S. labor-market trends. They are not specific to Franklin University graduates or any particular degree level. Franklin University cannot guarantee employment placement, salary level, or career advancement.