SAP ECC mainstream support is ending on 31 December 2027. That means the S/4HANA countdown is well and truly on, and the talent market won’t wait for slow planners.

The core analytics roles for an SAP S/4HANA migration are: 

Solution Architects, Data Architects, and SAP BW Analysts in discovery; SAP Consultants, Data Migration Specialists, and Analytics Architects in design; BW/4HANA Developers, SAP Datasphere Specialists, and SAC Consultants in build; QA Specialists, Data Quality Analysts, and Cutover Managers in testing; and Embedded Analytics and SAC Planning Consultants post-go-live.

You can have the roadmap signed off, the budget approved, and the right implementation partner in place. But if the right SAP talent isn’t there (especially in analytics) when the work needs it, you've got a big problem.

So, let’s talk about the data & analytics team you’ll want in your SAP hiring plan. Who you need, when you need them, and where each role can save your migration programme from a lot of avoidable pain.

What analytics roles do you need in the SAP S/4HANA discovery phase? 

Phase 1: Discovery & Assessment

This phase is all about getting under the bonnet. What’s working? What’s risky? What has your team been working around for years? The right SAP specialists can give you that view early, before the programme moves too far to fix the basics easily.

Solution Architects

A Solution Architect is one of the first roles you should fill in an S/4HANA programme. They help connect the technical plan with the way the business runs. They look across SAP systems, reporting tools, integrations, business processes, and dependencies, then help you see what needs attention before the plan gets too fixed.

They can tell you, “That reporting change will affect finance,” or “That approval route links into operations more than people realise.” That’s why you need this key role filled as early as possible. 

Data Architects

Data architects help you get a clear view of the data you’re taking into S/4HANA. Where does it come from? Who owns it? Is it accurate? Is it duplicated? Are different teams using different versions of the same thing? Are there any issues with data flows? 

They may also look at whether the business needs stronger master data controls, including tools like SAP MDG. Get this right early, and you avoid dragging the same old data problems into the new platform.

SAP BW Analysts

An SAP BW Analyst assesses your existing analytics layer before migration begins. They identify which reports people still use, which ones repeat the same information, and which ones exist because the official process stopped meeting teams’ needs.

Which SAP specialists should you hire during S/4HANA design and planning?

Phase 2: Design & Planning

Now you need people who can sit between technology and the business without dropping either side. They need a deep understanding of S/4HANA, day-to-day work, and the pressure teams will feel after go-live.

SAP Consultants

An SAP Consultant with S/4HANA experience translates business requirements into system-ready design. Depending on the programme, that might mean SAP FICO, procurement, HR, or supply chain processes. A good SAP consultant will interrogate requirements rather than take them at face value, because one change in one area can create problems across others. Because one “quick change” in one area can easily create extra approvals, reporting problems, or manual work somewhere else.

Data Migration Specialists

A Data Migration Specialist turns a vague data move into a structured, risk-managed plan. They work through mapping, cleansing, validation, ownership, sequencing, and sign-off. 

They also support risk management by showing where poor-quality data could affect reporting, finance, stock, customer records, or production plans. Bring them in early, and they can help you decide what moves, what gets fixed, and what stays behind.

Analytics Architects

An Analytics Architect defines the reporting strategy for the new S/4HANA environment. They determine what sits inside S/4HANA, what needs a separate layer, and how leaders will get the information they need once the system goes live.

Who do you need to build the SAP S/4HANA analytics environment?

Phase 3: Build & Configuration

This is where the plan stops being a plan. Dashboards, reports, models, and planning tools start taking shape, so you need people who can build with the end user in mind from the start.

BW/4HANA Developers

A BW/4HANA Developer builds the core analytics environment during the S/4HANA configuration phase. They support the construction of the analytics environment, creating models, transformations, and reporting structures that can handle the new system design.

This is one of the SAP jobs where professionals with a proven track record are in high demand. Good developers catch problems in the setup early, so testing doesn’t become the first time anyone realises the numbers don’t make sense.

SAP Datasphere Specialists

An SAP Datasphere Specialist connects SAP data with information from other business systems to create a single, accurate reporting view. They solve the “why are we getting three different answers?” problem. 

Their job is to make reporting more accurate, better connected, and easier to use. In larger programmes, they work closely with architecture, integration, and analytics teams to give leaders a clearer view across finance, sales, operations, service, and customer experience.

SAC Consultants

An SAC Consultant builds the dashboards, planning models, and reporting views your teams will use day-to-day after migration.

The best SAC consultant will take the time to understand what people need to check, compare, forecast, and decide. That makes a big difference when teams are trying to move away from disconnected spreadsheets and into clearer planning.

What roles are needed for SAP S/4HANA testing and cutover?

Phase 4: Testing & Cutover

Now you need people who can test the work properly, protect the move to live, and keep teams clear on what happens next.

QA/Testing Specialists

A QA/Testing Specialist validates that the S/4HANA setup works under real-world conditions, not just ideal ones. They look at reports, approvals, integrations, security, handoffs, and the small exceptions that can slow teams down after launch.

It’s their responsibility to find the friction early, while there’s still time to fix it.

Data Quality Analysts

A Data Quality Analyst verifies that data is accurate, complete, and fit for live use before go-live. They spot mismatched records, missing fields, duplicates, and errors that could affect reporting or downstream processes.

This is especially important when the programme touches SAP Concur, customer experience data, finance reporting, or operational dashboards. If people don’t trust the numbers, they’ll have to keep checking old files after launch.

Cutover Managers

A Cutover Manager turns go-live from a high-pressure handover into a controlled, sequenced transition. They decide the sequence, assign owners, set timings, plan checks, and make sure teams know what to do if something changes.

They also look closely at SAP integration, because one missed link between systems can quickly become a problem for more than one team.

Which SAP professionals support go-live and post-migration optimisation?

Phase 5: Go-Live & Optimisation

After go-live, you need SAP talent that can tune the setup, support users, and help the business get more from the investment.

Embedded Analytics Specialists

An Embedded Analytics Specialist helps your teams get full value from the reporting built natively into S/4HANA. They clean up dashboards, make information easier to find, and help teams trust what they’re seeing.

That’s when SAP solutions start making daily work easier, because users aren’t hunting through files or asking three different teams for the same answer.

SAC Planning Consultants

An SAC Planning Consultant helps finance, operations, and commercial teams run budgets, forecasts, and scenario planning from a single shared platform. They help teams use SAP Analytics Cloud to plan ahead more confidently. Budgets, forecasts, “what if?” scenarios, planning cycles: they help bring all of that into one clearer place.

That’s especially helpful when finance, operations, and commercial teams all need to stop comparing separate spreadsheets and start working from the same numbers.

Permanent BI/Analytics Hires

At some point, the S/4HANA programme needs to stop feeling like a project and start working as part of the business.

Permanent BI and analytics hires help keep that knowledge in-house. They can support users, improve reports over time, and reduce the need to bring in SAP contractors every time something needs changing.

Hire the right SAP professionals before it's too late

The closer we get to 2027, the tighter the S/4HANA talent market is going to get.

The smart move is to map your migration team now. Work out which roles you need early, and who you need to stay in the business after go-live.

Frequently Asked Questions

When should you start SAP S/4HANA analytics hiring? Ideally 12–18 months before your planned go-live. Solution Architects and Data Architects are needed in the discovery phase, which should start well before build work begins.

What is the difference between a SAC Consultant and a SAC Planning Consultant? SAC Consultants focus on building dashboards and reporting views during migration. SAC Planning Consultants specialise in forecasting, budgeting, and scenario planning post-go-live.

Why is data quality important before SAP S/4HANA migration? Poor data quality carried into S/4HANA leads to inaccurate reporting, broken integrations, and lost trust in the new system. Data Quality Analysts and Data Migration Specialists address this before go-live.

What happens if you don't hire analytics talent early enough? Delayed hiring means analytics decisions get made without specialist input, leading to rework, testing failures, and post-launch reporting problems that are expensive to fix.

As a specialist SAP recruitment agency, RED Global can help you build that strategy and find the right talent before hiring pressure starts calling the shots.

RED Global has placed over 40,000 SAP professionals across 70 countries since 2000. 

Book a strategy call with our SAP recruitment consultants now.