IT CanvassEnquire now
SAP ยท Data, analytics & AIUpdated ยท aligned to SAP S/4HANA 2023 and the current cloud releases

SAP BODS Training (Data Services and Data Migration)

Move and clean data at scale: Data Services architecture and repositories, jobs, workflows and dataflows, transforms including query, map operation and table comparison, data quality and address cleansing, S/4HANA migration cockpit and staging approaches, plus scheduling and performance tuning.

4.6 (168 reviews)
40 hours, live online

Book a free demo class

Sit in on a live session before you enrol.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

Download the curriculum

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

Quick answer

SAP BODS training teaches you the ETL and data migration skills that every S/4HANA project needs. You cover the Data Services architecture with job server, repositories and Management Console, Designer objects from projects down to dataflows, source and target datastores, the transform library including query, case, merge, map operation, table comparison and history preserving, data quality transforms for cleansing and matching, error handling and recovery, migration approaches including the S/4HANA migration cockpit with staging tables, scheduling, and performance tuning for large loads.

Level
Beginner to Intermediate
Duration
40 hours
Mode
Live, 1-to-1, self-paced, corporate
Exam fee
See SAP
Duration
40 hours
Level
Beginner to Intermediate
Prerequisite
None
Live SAP BODS batches are open. Get the full curriculum, fees and schedule.

Get the curriculum and fees

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

SAP BODS sits in the Data, analytics & AI area of the SAP landscape, and this 40 hours live, instructor-led course is built to make it job-ready. You start with Data Services architecture and progress through Scheduling, performance and operations across 7 modules and 3 hands-on projects, working the way a SAP BODS / Data Migration Consultant does on a real implementation rather than through slides. It is pitched at a beginner to intermediate level, maps module by module to , and every session runs in a live SAP practice system so you leave able to configure it, not just describe it.

Who this course is for

Prerequisite: SQL knowledge is important. Database or data migration experience helps. No ABAP required.

Great fit if
Data migration analysts on ERP projects
ETL developers entering the SAP world
Consultants adding migration capability
Also ideal for
Teams running an S/4HANA data migration
BI and data warehouse developers
Anyone supporting an existing BODS estate

What makes this different

You configure, not just watch

From the first session you are in a live SAP practice system doing the configuration yourself, with IMG paths, master data and test transactions. That is what makes it stick.

Taught on the current release

No ECC-era screenshots pretending to be current. Everything is shown on S/4HANA and the current cloud releases, including Fiori where the classic GUI screen has been replaced.

One consultant for the whole batch

One working SAP consultant teaches the full course, no rotation, so the configuration story stays consistent from first session to go-live simulation.

Support continues to the offer

Resume rewriting for SAP roles, mock interviews on real implementation scenarios, and referrals. Support does not stop when the last class ends.

SAP BODS Training (Data Services and Data Migration) learning path: 7 modules from data services architecture to scheduling, performance and operations
SAP BODS Training (Data Services and Data Migration): the 7-module path we teach, in order.

Curriculum

7 modules and 3 projects, updated to the current release. Every module maps to real SAP BODS work and expands into its full topic list, practised on a live developer instance.

SAP BODS learning path
1Data Services architecture2Jobs, workflows and dataflows3Core transforms4Data quality and cleansing5SAP data migration approaches6Error handling, recovery and validation7Scheduling, performance and operations

Download the curriculum

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

SAP BODS Training (Data Services and Data Migration) module list: 7 modules, what each one covers, and how many topics it expands into. Full topic lists are in the accordions below.

#ModuleWhat you configureTopics
01Data Services architectureUnderstand the components before building jobs.8
02Jobs, workflows and dataflowsLearn the object hierarchy you will build everything with.8
03Core transformsMaster the transforms that do most real work.8
04Data quality and cleansingFix the data, not just move it.8
05SAP data migration approachesDo the job that most BODS projects actually exist for.8
06Error handling, recovery and validationMake loads restartable and provable.8
07Scheduling, performance and operationsRun it in production without surprises.8
1Data Services architecture

Understand the components before building jobs.

  • Data Services architecture and components
  • Job server, access server and repositories
  • Local, central and profiler repositories
  • Designer, Management Console and Server Manager
  • Datastores: database, application and adapter
  • Connecting to SAP ECC and S/4HANA
  • Formats: flat file, XML, Excel
  • Environment strategy: development to production
2Jobs, workflows and dataflows

Learn the object hierarchy you will build everything with.

  • Projects, jobs, workflows and dataflows
  • Execution order and conditional flow
  • Scripts, variables and parameters
  • Global versus local variables
  • Try/catch blocks and error handling
  • Reusable objects and object library
  • While loops and conditionals
  • Structuring a job that others can maintain
3Core transforms

Master the transforms that do most real work.

  • Query transform: the workhorse
  • Case, merge and validation transforms
  • Map operation and row types
  • Table comparison for change detection
  • History preserving for slowly changing dimensions
  • Key generation and surrogate keys
  • Pivot and reverse pivot
  • Row generation and SQL transform
4Data quality and cleansing

Fix the data, not just move it.

  • Data profiling in Designer
  • Address cleanse and global address cleanse
  • Data cleanse transform and dictionaries
  • Match transform and match strategies
  • Duplicate identification and consolidation
  • Best record selection
  • Data quality scorecards
  • Deciding what to cleanse and what to reject
5SAP data migration approaches

Do the job that most BODS projects actually exist for.

  • Migration strategy and scope decisions
  • S/4HANA migration cockpit: file versus staging
  • Staging table approach with BODS
  • Migration objects and their structures
  • Legacy data extraction patterns
  • Value mapping and cross-reference tables
  • Load sequencing and dependencies
  • Reconciliation and sign-off evidence
6Error handling, recovery and validation

Make loads restartable and provable.

  • Recovery mechanisms and recoverable workflows
  • Automatic recovery and manual restart
  • Error tables and rejected row handling
  • Validation transform and rule design
  • Audit points and audit rules
  • Reconciliation reports
  • Row count and value reconciliation
  • Explaining a failed load credibly
7Scheduling, performance and operations

Run it in production without surprises.

  • Scheduling in Management Console
  • External scheduling and command line execution
  • Monitoring jobs and reading trace logs
  • Performance: degree of parallelism
  • Bulk loading and array fetch tuning
  • Pushdown: getting work into the database
  • Memory versus pageable cache
  • Documentation and handover for support

What you'll be able to do

Explain the Data Services architecture and repository model
Build jobs, workflows and dataflows that others can maintain
Use the core transform library confidently
Apply data quality transforms for cleansing and matching
Design a migration approach with the S/4HANA migration cockpit
Build recoverable loads with validation and audit
Tune performance with pushdown and parallelism

Real projects you'll build

Interview-ready scenarios on a live instance, not toy demos.

Project 1

Migration dataflow build

Extract legacy customer and material data, cleanse and map it, then load it through staging tables into S/4HANA with reconciliation.

Project 2

Data quality pipeline

Profile a dirty data set, cleanse addresses, run matching to identify duplicates, select best records and produce a quality scorecard.

Project 3

Recovery and performance

Build a recoverable job with validation and audit rules, break it deliberately, restart it, then tune it with pushdown and parallelism.

Certification and hands-on

Every session runs in a live SAP practice system, so you configure and test rather than watch. SAP has retired the dedicated Data Services associate exam. We prepare you against SAP's Data Services product documentation and learning content, and note the Datasphere and Integration Suite certifications as adjacent current credentials. The course finishes with an IT Canvass certificate plus a learning roadmap. IT Canvass does not issue the official SAP credential.

SAP certification is role-based and delivered through SAP Learning. Most exams sit at Associate level (implementation or development consultant for a specific solution), with Specialist exams for narrower scopes and Professional exams for architects and experienced consultants. Exams are booked through SAP Certification Hub or as a single exam; SAP re-versions exams with each release, so always confirm the current code before booking.

Certification facts. Vendor figures change, so confirm against the official SAP catalogue before booking.

Exam codeSee the vendor catalogue for the current code
CredentialSAP role-based certification
Issued bySAP SE (not by IT Canvass)
Exam duration180 minutes
Exam costUS$560 single exam, or included in a SAP Learning Hub subscription
PrerequisiteNo formal prerequisite. SAP recommends hands-on project exposure before the exam.
What IT Canvass issuesAn IT Canvass course completion certificate and a certification roadmap

Tools and transactions you will actually use

The screens and apps you will have open every day in this role. You practise in each of them during the course.

Data Services Designer

The development environment where all jobs and dataflows are built.

Management Console

Scheduling, monitoring, trace logs and administration.

Transform library

Query, table comparison, map operation and the data quality transforms.

Data profiling

Understanding source data before designing anything, which most projects skip.

S/4HANA migration cockpit

Staging tables and migration objects, the target of most migration work.

Reconciliation reporting

Row and value comparison that gets a migration signed off.

Your SAP BODS career roadmap

Five stages on the SAP data and analytics track, with indicative 2026 bands.

1. Report Developer
โ‚น4-8 LPA ยท $65-85k
Builds stories and reports on existing models. Target: BI or reporting analyst.
2. Analytics Consultant
โ‚น8-15 LPA ยท $90-115k
Owns models and dashboards end to end. Target: SAC or analytics consultant.
3. Data Engineer
โ‚น14-24 LPA ยท $110-140k
Builds the data layer: ingestion, modelling, governance. Target: SAP data engineer.
4. Senior Consultant / Lead
โ‚น24-38 LPA ยท $140-170k
Leads the analytics workstream and the semantic standard. Target: analytics lead.
5. Data & Analytics Architect
โ‚น38-60 LPA ยท $170-215k
Owns the data platform strategy across the landscape. Target: data architect.

Salary snapshot: SAP BODS / Data Migration Consultant

India (per year)
โ‚น6-24 LPA
United States (per year)
$100k-145k

Indicative ranges aggregated from public salary data. Actual pay varies by location, employer and experience.

A day in the life of a SAP BODS / Data Migration Consultant

What the job is really like once you are in it, so you know what you are training for.

Load runs
Executing and monitoring migration loads, usually against a cutover timetable.
Rejected rows
Working error tables: missing mappings, failed validations and bad source data.
Mapping changes
Business decisions that change a field mapping, and the retest that follows.
Reconciliation
Proving counts and values match, which is what the business actually signs.
Performance
Making a load fit the cutover window, usually through pushdown and parallelism.

Who hires SAP people

Data migration is on the critical path of every ERP programme and is consistently underestimated, which keeps skilled BODS people in demand. It is also one of the fastest routes into SAP project work for someone with a data or SQL background.

S/4HANA implementation and conversion programmesSAP implementation partnersManufacturing, retail and utilitiesBanking and insurance data programmesPharma with regulated data migrationData migration specialist consultanciesGlobal capability centresOrganisations consolidating ERP landscapes

Employer types and named companies are shown as examples of where this skill is used.

How IT Canvass compares

Against a typical training provider, this SAP BODS course is taught on the current SAP release rather than recycled ECC material, gives you hands-on time in a live practice system from the first session, and keeps one working consultant for the whole batch instead of rotating trainers. Every module is mapped to the scope, sessions are recorded with lifetime access, and job support (resume rewriting for SAP roles, mock interviews and referrals) is included in one transparent fee. Most providers still teach screen-by-screen navigation with no configuration practice, and bill system access, support and recordings as add-ons.

Fees and training modes

Choose how you want to learn SAP BODS. No-cost EMI available on all modes.

Recommended
Live Online TrainingMost popular
Talk to us
Batch fee ยท no-cost EMI

Interactive live batches, weekday or weekend, with the full cohort and lifetime recordings.

Live online training

Share your details and an advisor will send the next batch dates and fees.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

โœ“Live, instructor-led sessions
โœ“Practice on a real developer instance and labs
โœ“3 hands-on projects
โœ“Complete 7-module curriculum, mapped to SAP has retired the dedicated Data Services associate exam. We prepare you against SAP's Data Services product documentation and learning content, and note the Datasphere and Integration Suite certifications as adjacent current credentials.
โœ“Session recordings available the same day
โœ“Complimentary upgrades to future batch recordings
โœ“Lifetime access to recordings and course material
โœ“Placement support: resume, mock interviews and referrals
โœ“Course completion certificate
1-to-1 TrainingFastest
โ‚น49,000
Fixed for every course ยท no-cost EMI

Private one-on-one coaching at your pace, whether you need interview-ready fast or hands-on help with your current project.

Get a free demo

Sit in on a live session with the trainer before you decide on 1-to-1.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

โœ“Flexible scheduling, evenings and weekends
โœ“Last-minute interview preparation
โœ“Support on your live project work, standard curriculum or fully customised to your needs
โœ“Doubt clearing in every session
โœ“Real instance and all 3 projects
โœ“Priority SAP has retired the dedicated Data Services associate exam. We prepare you against SAP's Data Services product documentation and learning content, and note the Datasphere and Integration Suite certifications as adjacent current credentials. exam preparation
โœ“Lifetime recordings and materials
โœ“One fixed price for every course
Self-paced TrainingAffordable
โ‚น9,000
One-time fee ยท lowest-cost option

Learn on your own time with recorded sessions, labs and Q&A doubt support.

Buy self-paced course

Share your details and we will send access details and the current price.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

โœ“Complete library of recorded sessions
โœ“Hands-on labs and exercises
โœ“Doubt support through Q&A
โœ“A dedicated one-to-one live doubt-clearing session with a trainer on completion
โœ“Upgrade to Live Online anytime by paying only the fee difference
โœ“Lifetime complimentary upgrades to the latest videos and material with every version update
โœ“Course material aligned to SAP has retired the dedicated Data Services associate exam. We prepare you against SAP's Data Services product documentation and learning content, and note the Datasphere and Integration Suite certifications as adjacent current credentials.
โœ“Course completion certificate
โ‚น No-cost EMI on all training modes

Group & batch discount

Enrolling 3 or more? Share your details and an advisor will send group pricing.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

Corporate training

Train your team on SAP BODS

Tailored curriculum, flexible scheduling, a dedicated SAP consultant, and progress reporting for your managers. Delivered live online or on-site for cohorts of any size, with practice-system access for every learner.

Explore corporate training

Request a team quote

Tell us about your team and an advisor will send a tailored corporate proposal.

By submitting, you agree to the IT Canvass Privacy Policy and Terms & Conditions.

โœ“Custom curriculum and outcomes
โœ“Onboarding and upskilling at scale
โœ“Dedicated trainer and account manager
โœ“Attendance and progress reporting

Your trainer

Arjun, SAP Solution Architect, 14+ years

I still deliver S/4HANA implementations and rollouts for manufacturing and retail clients, so I teach from the configuration decisions and cutover problems that are live this quarter, not from a slide deck. In class I show the IMG path, the master data behind it, and the test transaction that proves it works.

SAP certified20+ full-cycle implementationsFull bio โ†’

Trainer profile placeholder. Final trainer name, bio and credentials to be confirmed.

Learner reviews

4.6 ยท 168 reviews
Table comparison and recovery are the two things that separate a job that survives cutover from one that does not. Both taught properly here.
Kiran V.
Data Migration Lead
I came from Informatica. The transform mapping and pushdown sections got me productive in days rather than weeks.
Emily R.
ETL Developer
The migration cockpit with staging tables is what every current project uses. Good that it is central rather than an afterthought.
Naveen T.
SAP Data Consultant
Already working on SAP BODS and stuck on a live ticket?Get an expert SAP BODS developer on screen-share to finish your daily tasks with you. Deliver on time, protect your reputation and your job. Monthly support only, no task-wise plans.Task assigned ยท no idea where to startStill stuck ยท your job on the lineExpert joins your screenDelivered on timeExplore On Job Support

Fees, batches and policies

The questions people actually ask before enrolling, answered plainly.

What is the total fee and what does it include?
The fee covers every live session, lab access on a practice system, the project work, recordings, resume review and interview preparation. There is no separate charge for materials. Exam fees are paid to SAP SE directly and are not included. Ask for the current fee and any running offer on the enquiry form, since batch pricing changes.
What are the batch timings, and do they work outside India?
Weekday batches run early morning and evening IST, and weekend batches run across both days. Early-morning IST suits US evenings (EST) and late-evening IST suits UK and Gulf mornings. If none of the published slots work, a one-to-one fast-track batch is scheduled around your timezone.
What happens if I miss a session?
Every session is recorded and shared the same day, so you can catch up before the next class. You can also sit the same session again in a parallel or later batch at no extra cost, which is the better option for configuration-heavy topics.
How long do I keep access to the recordings?
Recordings and course material stay available for one year from the batch end date. Lab access to the practice system is time-boxed to the course plus a short extension window, because the systems are shared.
Is there a refund if the course is not right for me?
You can attend the first two sessions and withdraw for a full refund if it is not the right fit. After that, the fee is transferable to another batch or another course rather than refundable. Confirm the current terms in writing before you pay.
Is the certificate issued by SAP?
No, and no training provider can issue it. IT Canvass issues a course completion certificate. The SAP credential is awarded only by SAP SE when you pass their exam, which you book directly with them. This course prepares you for that exam and gives you the project experience the exam assumes.

Frequently asked questions

Is there still a BODS certification?
SAP has retired the dedicated Data Services associate exam. We prepare you against the current product learning content and are honest about that rather than citing a retired code. Adjacent current certifications include Datasphere and Integration Suite.
Is BODS still used or is it legacy?
It is still very widely used for data migration and for ETL into SAP landscapes. New cloud-first work increasingly uses Datasphere and Integration Suite, and we cover where each fits.
Do I need SAP experience?
No. SQL and data experience matter more. This is one of the better entry routes into SAP projects from a data background.
Does this cover the S/4HANA migration cockpit?
Yes, as a full module, including the staging table approach that most current projects use with BODS.
What about Data Intelligence or Datasphere?
We explain how they relate and when a client should use them instead. Our Datasphere course covers that platform in depth.
Is there hands-on access?
Yes, Designer and repository access for dataflows, data quality, migration and tuning across all three projects.

Free SAP BODS tutorials to read first

Start with these free lessons, then bring your questions to class.