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24 Jobs After Business Analytics in 2025: Explore Skills Needed to Excel

Updated on 17 January, 2025

13K+ views
24 min read

Experts predict that business intelligence and analytics software applications will exceed USD 18 billion in market size by 2026. That means a bright career in business analytics for you because of a surge of high-paying job options, especially if you want to excel in data-driven roles.

But how do you gain the right skills for these opportunities? A business analytics degree teaches you to interpret raw information, identify trends, and propose actionable insights. It also gives you a strong foundation in data wrangling, Excel, SQL, Python, and visualization — tools that help you decode everyday sales reports or marketing results.

This blog presents 24 diverse job outcomes built around these core competencies. Whether you’re in college or at work, analytics can help you spot patterns and solve complex challenges.

Top 24 Jobs After Business Analytics in 2025 in a Glance 

Below is an overview of 24 job opportunities in business analytics that tap into the skills you pick up from business analytics — whether you spend time building Excel dashboards for class projects or use SQL queries to clean up real-time data at your office. 

Career Domains

Jobs After Business Analytics

Skills/ Tools Skills Needed to Excel

Jobs After Masters in Business Analytics

1) Data Analyst

2) Data Architect

3) Business Analyst

4) Market Research Analyst

5) Quantitative Analyst

6) Statistician

7) Business Intelligence (BI) Analyst

8) Chief Data Officer (CDO)

9) Financial Analyst

1) SQLPython/R, data cleaning, data visualization

2) Database design, data modeling, ETL, data governance

3) Requirements gathering, stakeholder management, process mapping

4) Survey design, consumer behavior analytics, competitive research

5) Advanced math, risk modeling, Python/R, financial analysis

6) Statistical modeling, hypothesis testing, probability theory

7) BI tools (Tableau/Power BI), data warehousing, dashboard/report creation

8) Data strategy, leadership, data governance, compliance

9) Financial modeling, ratio analysis, forecasting, Excel

Business & Management Roles

10) Project Manager

11) Consultant

12) Management Consultant

13) Operations Analyst

14) Supply Chain Manager

15) Business Development Manager

16) Financial Advisor

10) Agile/Scrum methodologies, risk management, leadership

11) Problem-solving, client engagement, data interpretation

12) Strategic thinking, process optimization, stakeholder communication

13) Process mapping, data analysis, workflow optimization

14) Logistics, inventory management, ERP systems, demand forecasting

15) Sales strategy, relationship building, negotiation, market research

16) Investment planning, risk assessment, interpersonal communication, regulatory compliance

Marketing & Sales Roles

17) Marketing Analyst

18) Marketing Manager

17) Digital marketing metrics (Google Analytics, SEO), statistical analysis, consumer insights

18) Campaign planning, brand management, budgeting, leadership

Technology & IT Roles

19) IT Analyst

20) Network Analyst

21) Quality Assurance (QA) Engineer

22) Information Security Analyst

23) Machine Learning Engineer

24) Data Engineer

19) Systems analysis, troubleshooting, scripting, communication

20) TCP/IP protocols, network troubleshooting, security best practices

21) Manual & automated testing, defect tracking, attention to detail

22) Cybersecurity fundamentals, threat analysis, incident response, encryption

23) Python/R, ML algorithms, deep learning frameworks (TensorFlow/PyTorch), handling large datasets

24) ETL pipelines, big data (Hadoop/Spark), cloud platforms, data warehousing, SQL/NoSQL

Jobs After Masters in Business Analytics

A Master’s in Business Analytics can sharpen your ability to read numbers and inform decisions. Programs like these often blend statistics, programming, and business concepts, so you’re ready to handle tasks like predictive modeling in business analytics or strategic planning.

By the time you finish, you’ll have a solid background in data tools — ranging from Excel to Python — along with a deeper sense of how data ties into real-world goals. Below are nine roles where these skills fit right in, giving you a broad set of paths to explore.

1. Data Analyst

Average Annual Salary In India: INR 6L

Data Analysts turn large data sets into insights that help teams plan better. In this career in business analytics, you might handle monthly sales reports, clean raw data, or develop interactive dashboards to guide managers.

Primary Duties of Data Analyst

  • Collect, clean, and validate data for accuracy
  • Create visual dashboards to track key metrics
  • Prepare summary reports for decision-makers
  • Highlight trends or anomalies in data sets

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

SQL For querying databases and extracting essential information
Excel For quick data exploration and basic statistical functions
Python Helpful for automation, data wrangling, and deeper analysis
Tableau or Power BI For building user-friendly dashboards and charts

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Nielsen

3.8

Kantar

3.6

Amazon

3.6

Also Read: How to Become a Data Analyst with No Experience in 2025?: A Complete Roadmap

2. Data Architect

Average Annual Salary in India: INR 25.7L

Data Architects design and manage the frameworks to store and process information efficiently. In this career in business analytics, you also have to ensure data flows remain robust and secure for each department’s usage.

Primary Duties of Data Architect:

  • Develop database schemas and data models
  • Oversee data pipeline structures and security protocols
  • Optimize system performance for large-scale queries
  • Collaborate with teams to ensure smooth data access

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Data Modeling Defining how data is stored, related, and accessed
ETL Tools Extract, Transform, Load processes for moving data
Cloud Platforms AWS, Azure, or GCP for modern, scalable architectures
Security Standards Knowledge of encryption, firewalls, and compliance

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Wipro

3.6

IBM

4

Capgemini

3.8

Also Read: What Does a Data Architect Do? Their Skills, Salary, and Types: A Complete 2025 Guide

3. Business Analyst

Average Annual Salary In India: INR 9L

Business Analysts act as a bridge between technical teams and functional leads. In this career in business analytics, you will also have to capture requirements, refine them with data-driven insights, and guide project implementations.

Primary Duties of Business Analyst:

  • Identify business needs and translate them into technical specs
  • Conduct data analysis to validate project feasibility
  • Collaborate with IT, sales, or marketing teams to refine processes
  • Suggest improvements to meet targets or reduce inefficiencies

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Requirement Analysis Gathering and documenting user or department needs
Communication Presenting findings and proposals to stakeholders
Data Visualization Creating concise reports and dashboards
Process Mapping Illustrating workflows to spot gaps or redundancies

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Deloitte

4

Cognizant

3.7

Accenture

3.8

Also Read: 15 Key Skills Every Business Analyst Needs In Order to Excel

4. Market Research Analyst

Average Annual Salary in India: INR 5L

Market Research Analysts study consumer preferences and market conditions. In this career in business analytics, you are responsible for creating reports that inform product launches, ad campaigns, and pricing models.

Primary Duties of Market Research Analyst:

  • Collect feedback via surveys, focus groups, and online data
  • Analyze buying patterns and demographic trends
  • Suggest improvements in branding or product positioning
  • Report findings to marketing or product development teams

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Survey Design Crafting effective questionnaires for feedback
Statistical Analysis Turning raw inputs into clear insights
Consumer Behavior Understanding what drives buying decisions
Presentation Skills Sharing results with cross-functional teams

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Nielsen

3.8

Kantar

3.6

Amazon

3.6

5. Quantitative Analyst

Average Annual Salary In India: INR 17L

Quantitative Analysts rely on math and statistical models to aid in financial strategies. In this career in business analytics, you might also have to forecast risks or develop trading algorithms that optimize investment decisions.

Primary Duties of Quantitative Analyst:

  • Develop predictive models using historical data
  • Measure and manage risk in portfolios
  • Create algorithms for high-frequency trading
  • Communicate complex models in simpler terms

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Mathematics Probability, calculus, linear algebra for modeling
Programming Python, R, or C++ for building financial algorithms
Machine Learning Enhancing model accuracy with advanced techniques
Financial Analysis Understanding markets, assets, and risk factors

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Goldman Sachs

3.9

JPMorgan Chase

4.1

Morgan Stanley

3.9

6. Statistician

Average Annual Salary in India: INR 4L
Statisticians interpret data across multiple fields — from healthcare to public policy. You’ll use mathematical theories to test hypotheses and guide strategic decisions.

Primary Duties of Statistician:

  • Design experiments or surveys to collect data
  • Apply statistical methods for data interpretation
  • Validate research findings with rigorous tests
  • Produce reports that drive key organizational decisions

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Probability Theory Foundational for designing experiments
R or Python For statistical modeling and scripting
Hypothesis Testing Checking significance and validity
Data Cleaning Ensuring the accuracy of collected samples

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

TCS

3.7

IBM

4

Genpact

3.9

Also Read: Data Cleaning Techniques: Learn Simple & Effective Ways To Clean Data

7. Business Intelligence (BI) Analyst

Average Annual Salary in India: INR 8L

BI Analysts focus on turning unstructured data into insights that shape company direction. In this career in business analytics, you will also create dashboards and reports that keep track of various performance metrics.

Primary Duties of Business Intelligence (BI) Analyst:

  • Gather data from multiple sources for integrated dashboards
  • Clean and organize data for better interpretation
  • Pinpoint emerging trends or inefficiencies
  • Support strategic decisions with real-time analytics

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

BI Platforms Tools like Power BI, Tableau, or Qlik for reports
SQL Querying relational databases
Data Warehousing Understanding star schemas, OLAP cubes
Dashboard Design Presenting KPIs in a user-friendly format

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Wipro

3.6

Infosys

3.6

Accenture

3.8

Also Read: What Is a Business Intelligence Analyst? Key Responsibilities and Skills

8. Chief Data Officer (CDO)

Average Annual Salary in India: INR 7L

The CDO directs how data is handled across an organization. From compliance to crafting a data-first strategy, this executive role shapes policies and sets standards.

Primary Duties of Chief Data Officer (CDO):

  • Formulate and enforce data governance frameworks
  • Ensure regulatory compliance for data usage and security
  • Align data projects with business objectives
  • Lead data teams and mentor analytics personnel

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Leadership Skills Overseeing diverse teams and guiding strategy
Data Governance Managing quality, privacy, and policies
Regulatory Compliance Familiarity with laws like GDPR, etc.
Strategic Planning Aligning data initiatives with overall goals

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Accenture

3.8

Cognizant

3.7

Tata Consultancy

3.7

9. Financial Analyst

Average Annual Salary in India: INR 6L

Financial Analysts evaluate numbers tied to revenue, expenses, and market trends. In this career in business analytics, you will also recommend investment opportunities or portfolio strategies to management.

Primary Duties of Financial Analyst:

  • Study financial statements and market updates
  • Perform risk assessments for proposals or portfolios
  • Build financial models for forecasts or valuations
  • Present findings to executives or clients

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Excel In-depth knowledge for modeling and analysis
Financial Modeling Creating projections, valuations, etc.
Ratio Analysis Evaluating profitability, liquidity, and risks
Communication Presenting recommendations to leadership

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Goldman Sachs

3.9

Morgan Stanley

3.9

JP Morgan

4.1

Business & Management Roles

If you enjoy organizing tasks, guiding teams, or juggling multiple priorities at once, Business & Management roles could be a solid fit for you. They often blend your data-savvy background with practical actions — like tracking targets or adjusting workflows — so you can support smooth operations and strategic choices.

Here are the best job opportunities in business analytics in Business & Management Roles for you. 

10. Project Manager

Average Annual Salary In India: INR 18.4L

Project managers lead cross-functional teams to meet objectives within set deadlines. In this job, you will also set up timelines, keep track of progress, and ensure that each phase matches budget and quality standards.

Primary Duties of Project Manager:

  • Define project scope and goals
  • Allocate resources and set deadlines
  • Resolve issues that could delay deliverables
  • Keep stakeholders informed through regular updates

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Agile/Scrum Methodologies Breaking down tasks into sprints for better tracking
Risk Management Identifying threats to time, cost, or resource availability
Leadership Motivating teams, delegating tasks, and setting expectations
Gantt Charts/Project Software Visualizing tasks in software like MS Project or Trello

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Accenture

3.8

TCS

3.7

Wipro

3.6

Also Read: Project Manager Salary in India in 2025 [For Freshers & Experienced]

11. Consultant

Average Annual Salary In India: INR 12.5L

Consultants collaborate with clients or departments to pinpoint inefficiencies, then use data insights to shape fresh strategies. In this career in business analytics, you also guide implementation plans that optimize outcomes.

Primary Duties of Consultant:

  • Analyze business processes and highlight areas for growth
  • Recommend tailored solutions based on data findings
  • Develop action plans with clear milestones and timelines
  • Share progress with leadership and adjust tactics when needed

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Problem-Solving Skills Finding logical fixes for complex challenges
Stakeholder Management Building trust and buy-in across departments
Data Analysis Using numbers to justify proposals and decisions
Presentation Tools Turning findings into user-friendly decks

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Deloitte

4

PwC

3.8

Capgemini

3.8

12. Management Consultant

Average Annual Salary In India: INR 25L

Management consultants focus on big-picture strategies that improve organizational success. In this role, you might also study corporate structures, advise on long-term plans, and refine internal operations.

Primary Duties of Management Consultant:

  • Propose organizational improvements based on data audits
  • Conduct cross-department assessments for efficiency
  • Outline transition steps and support change management
  • Communicate findings to top-level executives or board members

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Strategic Thinking Evaluating long-term objectives and roadblocks
Financial Analysis Linking process changes to monetary impact
Organizational Behavior Understanding team dynamics and leadership styles
Scenario Planning Weighing possible outcomes for future directions

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

McKinsey

4.1

BCG

4.3

Bain & Company

4.3

Also Read: Practical Steps to Become a Management Consultant in 2025

13. Operations Analyst

Average Annual Salary In India: INR 5L

Operation analysts look into day-to-day processes and use data to make them more efficient. In this career in business analytics, you also track supply costs, reduce waste, or discover better ways to allocate resources.

Primary Duties of Operations Analyst:

  • Collect operational data to spot inefficiencies
  • Propose changes that cut costs or reduce delays
  • Build key performance indicators (KPIs) to measure progress
  • Work with management on practical ways to improve workflows

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Process Mapping Documenting workflows to identify bottlenecks
Data Reporting Turning raw numbers into weekly or monthly updates
ERP Systems Coordinating inventory, invoicing, or scheduling
Analytical Thinking Evaluating multiple data points for patterns

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Infosys

3.6

Genpact

3.9

Cognizant

3.7

upGrad’s Exclusive Business Analytics Webinar for you –

How upGrad helps for your Business Analytics Career?

 

14. Supply Chain Manager

Average Annual Salary In India: INR 16.5L

Supply chain managers oversee the movement of goods and services from suppliers to end consumers. This role also requires optimizing shipping routes, maintaining vendor relationships, or predicting stock requirements.

Primary Duties of Supply Chain Manager:

  • Track inventory levels and adjust orders as needed
  • Coordinate with logistics partners for smooth deliveries
  • Negotiate contracts with suppliers
  • Set up contingency plans for unforeseen disruptions

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Logistics Ensuring timely movement of goods across locations
ERP Platforms Integrating purchasing, inventory, and order processing
Demand Forecasting Predicting future orders to avoid overstock or shortage
Negotiation Building favorable agreements with suppliers or transporters

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Flipkart

3.8

Amazon

3.6

DHL

3.9

Also Read: What Does a Supply Chain Manager Do? A Complete Guide to Roles, Skills, and Career Growth

15. Business Development Manager

Average Annual Salary In India: INR 8L

Business development managers open up new markets, build client relationships, and explore ways to grow revenue streams. You might analyze sales data to propose better outreach methods or partnerships.

Primary Duties of Business Development Manager:

  • Identify fresh opportunities for expansion
  • Pitch ideas and negotiate deals with external partners
  • Study market data to refine sales approaches
  • Collaborate with marketing or product teams on growth strategies

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Sales Strategy Creating actionable plans to hit revenue targets
Relationship Building Forming and maintaining beneficial business ties
Market Research Finding gaps and emerging areas for growth
CRM Software Tracking leads, deals, and client communications

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

LinkedIn

4

Adobe

4.2

Oracle

3.8

16. Financial Advisor

Average Annual Salary In India: INR 4L

Financial advisors help clients plan their finances, from investments to insurance. In this career in business analytics, you might use data on market trends or retirement options to recommend the best choices.

Primary Duties of Financial Advisor:

  • Assess individual or corporate financial goals
  • Suggest suitable investment mixes or insurance plans
  • Monitor market shifts that impact portfolios
  • Advise on long-term wealth-building strategies

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Financial Analysis Studying numbers to guide investment choices
Risk Assessment Gauging market volatility for safe recommendations
Portfolio Management Balancing different assets for stable growth
Communication Skills Explaining options clearly to non-specialists

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

HDFC Bank

3.4

ICICI Bank

3.7

Kotak Mahindra

3.5

Marketing & Sales Roles

Marketing & Sales roles focus on delivering messages that connect brands with customers. If you like spotting consumer patterns or planning campaigns that boost sales, the following two career paths let you combine data skills with creative thinking.

17. Marketing Analyst

Average Annual Salary In India: INR 5L

In this role, you gather and dissect market data to refine brand strategies. Your typical day might involve analyzing buyer segments or studying ad performance metrics to improve product positioning.

Primary Duties of Marketing Analyst:

  • Research consumer behavior through surveys or existing data
  • Pinpoint new opportunities for growth based on buying trends
  • Track the performance of marketing campaigns and report on ROI
  • Collaborate with product and sales teams to align goals

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Google Analytics Monitoring website traffic and user behavior
SPSS or Excel Conducting in-depth statistical tests and analyses
Data Visualization Presenting insights via charts or dashboards
Consumer Psychology Understanding motivations behind purchasing patterns

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Accenture

3.8

Cognizant

3.7

HCL

3.5

18. Marketing Manager

Average Annual Salary In India: INR 13L

The responsibilities revolve around creating and overseeing campaigns that drive brand awareness and revenue growth. As a marketing manager, you also lead cross-department teams, ensuring a consistent approach in your messaging across various channels.

Primary Duties of Marketing Manager:

  • Develop annual marketing plans and set performance targets
  • Allocate budgets for online, offline, and partnership campaigns
  • Coordinate with creative, analytics, and product teams
  • Evaluate campaign success and adjust strategies as needed

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Campaign Management Planning and executing large-scale promotions
Budget Allocation Distributing funds efficiently across channels
Leadership Guiding teams and assigning roles to hit targets
CRM Platforms Managing customer relationships and tracking leads

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Hindustan Unilever

4.1

Nestlé

4.1

Procter & Gamble

4.1

Also Read: How to Be a Marketing Manager: Key Steps & SkillsTechnology & IT Roles

Technology & IT roles are a good match if you enjoy working with data infrastructures, security measures, and emerging technologies. You’ll often design systems, troubleshoot issues, and build data-driven solutions to support various projects.

Here are the key six jobs after business analytics in Technology & IT domains you should aim for. 

19. IT Analyst

Average Annual Salary In India: INR 10L

IT analysts make sure that an organization’s tech environment runs smoothly. In this role, you could troubleshoot system errors, recommend system upgrades, or coordinate with vendors for software patches.

Primary Duties of IT Analyst:

  • Analyze tech requirements and propose the right solutions
  • Monitor system performance and resolve technical glitches
  • Suggest process improvements to boost efficiency
  • Document processes and user guidelines

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Systems Analysis Evaluating hardware, software, and network setups
Scripting Writing basic scripts for task automation
Communication Explaining technical details to non-IT teams
Ticketing Software Managing and prioritizing tech support requests

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Infosys

3.6

IBM

4

HCL

3.5

Also Read: What Does an IT Business Analyst Do? Salary, How to Become One, And More: A Complete 2025 Guide

20. Network Analyst

Average Annual Salary In India: INR 4L
Here, you concentrate on stable network connections for everyone in your company. You handle router configurations, monitor traffic loads, and keep security systems current.

Primary Duties of Network Analyst:

  • Configure and maintain routers, switches, and firewalls
  • Identify network bottlenecks through performance checks
  • Troubleshoot connectivity issues for remote or on-site teams
  • Protect data with the right security measures

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

TCP/IP Protocols Foundational for creating stable network environments
Network Monitoring Tools like Wireshark or SolarWinds for performance data
Firewall Management Setting up security barriers for internal networks
VPN Configuration Enabling secure remote access

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Tata Communications

3.9

Wipro

3.6

Tech Mahindra

3.5

21. Quality Assurance (QA) Engineer

Average Annual Salary In India: INR 7L
As a QA Engineer, you test software and root out bugs before they reach end users. You might work on manual checks or automate test cases for complex software features.

Primary Duties of Quality Assurance (QA) Engineer:

  • Write test cases based on product requirements
  • Conduct manual and automated testing cycles
  • Log and track defects until resolution
  • Collaborate with developers to improve code quality

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Automation Tools Tools like Selenium or Cypress for test scripts
Bug Tracking Software Systems like Jira for documenting issues
Attention to Detail Identifying small glitches that cause bigger issues
Regression Testing Ensuring new changes don’t break existing features

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Cognizant

3.7

Infosys

3.6

Capgemini

3.8

22. Information Security Analyst

Average Annual Salary In India: INR 8L
Your mission here is to keep digital assets safe. You monitor networks for intrusions, apply security patches, and respond quickly to potential breaches.

Primary Duties of Information Security Analyst:

  • Investigate suspicious activity or unauthorized logins
  • Evaluate existing safeguards and recommend upgrades
  • Maintain firewalls, intrusion detection systems, and other defenses
  • Train team members on safe digital practices

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Cybersecurity Fundamentals Encryption, secure protocols, threat modeling
SIEM Tools Gathering logs and alerts to detect suspicious patterns
Incident Response Procedures for containing attacks and minimizing damage

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Accenture

3.8

TCS

3.7

Deloitte

4

Also Read: How to Become an Information Security Analyst in 2025: Your Ultimate Career Guide

23. Machine Learning Engineer

Average Annual Salary In India: INR 10L
When you’re a Machine Learning Engineer, you build algorithms that learn from data. You might automate sales predictions, recommend products, or detect fraudulent transactions.

Primary Duties of Machine Learning Engineer:

  • Develop predictive models and refine them with new data
  • Use frameworks like TensorFlow or PyTorch for model training
  • Validate model accuracy and retrain as business needs change
  • Scale solutions to handle large datasets or real-time inputs

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

Python/R Core languages for data analysis and modeling
ML Frameworks Libraries like scikit-learn, TensorFlow, or PyTorch
Data Wrangling Cleaning and organizing info before feeding it to models
Cloud Platforms Deploying solutions on AWS, Azure, or GCP

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

Google

4.3

Amazon

3.6

Microsoft

4.2

Also Read: Top 30 Machine Learning Skills for ML Engineer

24. Data Engineer

Average Annual Salary In India: INR 10L
Data Engineers build the pipelines that move information from one system to another. You might also be required to focus on creating seamless data flows so analysts and scientists can do their jobs efficiently.

Primary Duties of Data Engineer:

  • Extract data from different sources and transform it for analysis
  • Maintain data storage solutions that can handle large volumes
  • Set up real-time or batch processing environments
  • Collaborate with BI teams to ensure data accuracy and availability

Key Skills/ Tools Needed to Excel in This Job Role:

Skill/Tool

Description

ETL Frameworks Tools like Apache Airflow or NiFi for data workflows
Big Data Systems Hadoop, Spark, or Kafka for large-scale processing
SQL/NoSQL Databases Designing schemas for structured or unstructured data
Scripting Automating repetitive tasks (Python, Shell, etc.)

Top Companies That Hire for This Job Role:

Company

Average Employee Rating

TCS

3.7

Wipro

3.6

Accenture

3.8

What Factors Should You Consider When Choosing a Career Option After Business Analytics?

Below are a few practical points you may want to keep in mind when deciding on your career path in business analytics.

  • Interests: Ask yourself what truly sparks your enthusiasm. Do you enjoy sifting through raw data? Or do you like solving puzzles with numbers? 

If you get excited about pattern-finding or predictive analysis, roles like Data Analyst or Machine Learning Engineer might fit you best. If you’d rather focus on guiding business decisions, you could explore Business Intelligence or Marketing Analytics.

  • Skills: Think about what you’re already good at. Can you whip up Excel dashboards in record time, or do you prefer writing Python scripts? 

Some positions, such as Data Science or Machine Learning Engineering, lean heavily on coding. Others, like Marketing Analysts or Business Analysts, call for problem-solving and communication alongside a solid grasp of analytics tools.

  • Values: Reflect on what matters to you in a career — whether it’s creativity, teamwork, or creating social impact. 

If you love experimenting with innovative solutions, you might find the perfect fit in roles that blend data with emerging tech. On the other hand, if stability or a people-focused approach appeals to you, consider opportunities like Business Analyst or Financial Analyst.

  • Goals: Where do you see yourself a few years down the road? If you’re aiming for leadership positions, try roles that let you refine strategy and manage teams, such as Chief Data Officer or Consultant. 

Your long-term plans should guide your short-term job choices, ensuring you keep building the skills you need.

  • Job Market: Demand for analytics professionals has grown in sectors like IT, retail, finance, and beyond. Before committing to a path, research the openings in your city or the remote options you could tap into. 

This way, you’ll know which roles are booming and which might be too narrow.

  • Education and Training: Having a degree in business analytics is a great start, but staying current can make you stand out even more. 

Certifications in AI, data visualization, or cybersecurity may open doors you hadn’t considered. Keep practicing new methods or tools you hear about from classmates, colleagues, or your professional network.

  • Work-Life Balance: Certain roles in consulting or management may come with demanding hours. If you prefer more stability, look into positions like Data Analyst in a tech firm or remote Business Intelligence roles. Balancing your workload with personal time can prevent burnout and keep you motivated in the long run.

What Are Some Proven Tips For Securing High-Paying Jobs After Business Analytics?

Below are a few practical tips you can consider when aiming for high-paying roles in business analytics. Each suggestion can help you stand out, whether you’re applying for your first job or looking to move up in your current organization.

  • Elevate Your Credentials: Specialized courses or advanced programs in analytics, data science, or related fields can boost your profile. They often feature real-world projects that showcase your technical and problem-solving abilities.
  • Gain Real-World Experience: Internships, apprenticeships, or even short-term consulting stints help you pick up job-ready skills. You’ll see how data fits into day-to-day tasks — like reporting sales figures or analyzing website traffic — and be more appealing to future employers.
  • Stay Updated on Tech Trends: New software and programming methods come out regularly. Keeping track of emerging tools (think Python libraries or updates to analytics dashboards) will show hiring managers that you're ready to solve modern data challenges.
  • Focus on Industry Knowledge: Becoming an expert in a particular domain — like finance, healthcare, or e-commerce — can put you ahead of the competition. Businesses often prefer candidates who understand both the data side and the specifics of their sector.
  • Network Through Events and Communities: Connecting with professionals through conferences, workshops, and online groups can give you access to valuable insights and potential job leads. You’ll also learn about new best practices that can sharpen your analytics work.
  • Showcase Your Soft SkillsCommunication, negotiation, and problem-solving matter just as much as technical expertise. Use examples — from college projects or office collaborations — that highlight your ability to work in teams, handle conflicts, and explain insights clearly.

You no longer have to fear building soft skills with upGrad’s free soft skill development courses. Overcome your fear of public speaking and boost your problem-solving abilities today.

How Can upGrad Help You in Your Career?

upGrad can help you learn in-demand skills through industry-relevant programs. You will also get to work on live projects simulating real-world scenarios. Here are some business analytics and data courses by upGrad that you can try. 

 

Still, have doubts regarding the best career option for you? Simply, book a free career counseling demo call with our experts and get all your doubts resolved. 

 

Explore top Data Science articles to deepen your knowledge. Check out the programs below to find the one that suits you best.

Explore top Business Analytics Programs from around the world to expand your knowledge. Browse through the programs below to find the perfect fit for you.

Frequently Asked Questions

1. Is Business Analytics a good career?

Yes, it’s a strong option because many companies — from startups to large enterprises — rely on data insights for better results. You can find roles in finance, e-commerce, healthcare, and more, with opportunities for growth and competitive salaries.

2. What are the top 3 skills of a business analyst?

Here are three non-negotiable skills of a business analyst. 

  1. Data Interpretation: You should be comfortable reading numbers and pulling out meaningful insights.
  2. Communication: Explaining findings to different teams is a must.
  3. Problem-Solving: You’ll often propose quick fixes or longer-term solutions based on data.

3. Is Business Analytics an IT job?

It can blend into IT, but it’s not limited to technology departments. You might work with tech teams, yet your primary focus is using data tools and methods to address organizational goals — whether that’s in sales, HR, or product development.

4. Is Business Analytics math-heavy?

You’ll use statistics and probability, but you don’t need to be a mathematician. If you have a basic handle on data analysis, you can pick up the rest through practice or specialized courses.

5. Is SQL required for business analysts?

Yes, SQL is handy for querying databases and fetching data you’ll analyze. Even if you don’t handle advanced queries, a working knowledge of SQL makes day-to-day tasks easier.

6. Is coding required for business analytics?

Basic coding skills can help you automate tasks or work with bigger datasets. Knowing Python or R can be an advantage, but you can still succeed with tools like Excel, Power BI, or Tableau if heavy coding isn’t your main interest.

7. Can I get a job after an MBA in Business Analytics?

Absolutely. Many companies hire fresh MBA graduates with a business analytics specialization for roles like Data Analyst, Consultant, or Business Development Manager. Showing internship experience or real projects can strengthen your chances.

8. Can a fresher become a Business Analyst?

Yes. Some firms hire new graduates who demonstrate solid analytical and communication skills. Any experience you’ve gained through internships or college projects can set you apart from other applicants.

9. Is AI part of Business Analytics?

In many cases, yes. You may encounter AI-driven tools that help you draw insights more efficiently. While you might not design advanced machine learning algorithms, you’ll often use AI outputs to make sense of complex datasets.

10. Which language is best for a business analyst?

Python is a popular choice because it offers libraries for data wrangling, analysis, and visualization. However, R is also common in statistical analysis, and SQL remains essential for handling databases. Your choice depends on the specific role and projects you tackle.

11. What is the future of business analytics?

Business analytics is on track for steady growth as organizations collect more data and apply advanced solutions like AI. You can expect more positions in areas like predictive analytics and real-time dashboards, with teams relying on data insights to shape everything from product roadmaps to marketing tactics. 

Reference Links:
https://www.statista.com/statistics/590054/worldwide-business-analytics-software-vendor-market/
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