Microsoft Certified: Fabric Data Engineer Associate

Microsoft · DP-700 · Associate

Microsoft · Microsoft Azure + M365

Microsoft Certified: Fabric Data Engineer Associate

DP-700activeAssociate
Official Microsoft source · learn.microsoft.com

DP-700 · ● Active · Associate · Microsoft


Exam facts

FieldValue
Cost$165 USD (regional pricing varies; verify at Pearson VUE)
Duration100 minutes (plus ~20 min setup, review, NDA)
Questions40–60 (scored items; exact count varies by test form); includes case study (~10 questions)
Passing700/1000 (scaled score)
FormatMultiple choice, multiple response, case study scenarios, drag-and-drop, interactive labs
DeliveryPearson VUE OnVUE (online proctored) or testing center
LanguagesEnglish (primary); other localized versions in development
Valid3 years from passing date
RenewalPass the same or higher cert within 3 years, or retake before expiry
PrerequisitesNone formal; subject matter expertise in data loading patterns, architectures, orchestration recommended
ReleasedMarch 2025
RetiringN/A (active; DP-203 retired March 31, 2025)

Vendor source — Microsoft Certified: Fabric Data Engineer Associate ↗

Official exam guide — Study Guide for Exam DP-700 ↗

Exam objectives — Exam DP-700 Skills Measured ↗


About

DP-700 is Microsoft's flagship certification for data engineers using the Microsoft Fabric platform, released in March 2025 as a complete replacement for the retired DP-203 (Azure Data Engineer Associate). Unlike DP-203, which covered separate Azure services (Synapse, Data Factory, Databricks), DP-700 validates expertise in Fabric's unified, SaaS-first approach to data pipelines, lakehouse architecture, and real-time analytics. The exam targets professionals responsible for designing, building, and optimizing enterprise-scale data solutions in Fabric.


Domain context — Data/AI

Distributed data engineering across cloud platforms (AWS, Azure, GCP, OCI, on-premises). Covers storage, transformation, orchestration, and analytics-serving patterns.

Read full deep dive — Data/AI Domain →


Topics covered

The exam is organized into three equally weighted objectives (30–35% each):

  • Implement and manage analytics solutions in Microsoft Fabric (30–35%)

    • Design and create Fabric workspaces and manage capacity
    • Manage data engineering assets (Notebooks, Spark jobs, pipelines)
    • Configure monitoring, security, and governance controls
  • Ingest and transform data (30–35%)

    • Create data ingestion pipelines (Data Factory–style, now in Fabric)
    • Transform data using Spark, SQL, and Fabric notebooks
    • Design dimensional and fact tables (star schema, medallion architecture)
    • Handle incremental loads and slowly changing dimensions (SCD)
  • Monitor and optimize (30–35%)

    • Query performance tuning (Fabric SQL warehouse, Lakehouse)
    • Cost optimization and capacity management
    • Data quality checks and anomaly detection
    • Troubleshoot pipeline failures and data lineage

Source: Official exam objectives ↗


Common skills at Data/AI · Associate

Shared competencies for data engineering roles at Associate level — not unique to this cert.

  • Data modeling — dimensional design, fact/dimension tables, time-series structures
  • ETL/ELT pipeline design — incremental loads, error handling, SCD types
  • SQL and query optimization — window functions, partitioning, index strategy
  • Cloud data platform architecture — data lake layouts, lakehouses, medallion pattern
  • Spark programming — PySpark, Scala; distributed compute fundamentals
  • Version control and CI/CD — Git, deployment automation for data assets
  • Monitoring and cost governance — alerting, performance baselines, capacity management

Recommended courses at Data/AI · Associate

ProviderTitleCostURL
Microsoft Learn (official)DP-700: Elevate your Microsoft Fabric data engineering skillsFree
Microsoft LearnCourse DP-700T00-A: Implement data engineering solutions using Microsoft FabricFree
Udemy (Abhishek Parmar)DP-700: Implementing Data Engineering Solutions Using Microsoft Fabric$14–$99
Coursera (Microsoft official)Exam Prep DP-700: Microsoft Fabric Data Engineer AssociateFree (audit) / $39+ (cert)
YouTube (Microsoft Fabric official)Microsoft Fabric and Copilot in Fabric tutorialsFree
PluralsightMicrosoft Fabric Data Engineering Path$299–$449/yr

Course-selection rule: All courses above are specifically for DP-700 or the Fabric data engineering path. Generic Azure or data engineering courses do not map to the Fabric-specific exam objectives.


Practice exams

ProviderTitleCostURL
WhizlabsDP-700 Microsoft Certified: Fabric Data Engineer Associate$19–$29
MeasureUp (Microsoft partner)DP-700 Practice Test$99–$165
ExamTopics (community)DP-700 Free Sample QuestionsFree (limited)
Coursera (bundled)Exam Prep DP-700 includes practice questionsIncluded in course

Books

TitleAuthorPublisherYearURL
Exam DP-700 Certification Guide: Data Engineering Solutions with Microsoft FabricKumar Abhiii, Abhishek ParmarSelf-published2025
DP-700 Real Exam Q&A: Microsoft Fabric Data Engineering Certification HandbookAbhishek ParmarSelf-published2025

Book rule note: As of mid-2026, no official Microsoft Press "Exam Ref DP-700" print book is available. The Fabric platform is too new (launched 2024, exam launched March 2025). The titles listed above are third-party study guides with practice questions. For foundational Fabric concepts, use the free Microsoft Learn modules listed above instead.


Typical job titles at Data/AI · Associate

Fabric Data Engineer · Azure Data Engineer · Analytics Engineer · Data Warehouse Engineer · ETL Developer · Data Pipeline Developer

(Job titles sourced from current LinkedIn, Indeed, and Glassdoor postings requiring or preferring DP-700 or equivalent Fabric expertise.)


Salary

RegionRangeSource
USD$80,000–$150,000Glassdoor ↗ · Levels.fyi ↗ · Indeed ↗
GBP£40,000–£82,000Glassdoor UK ↗ · IT Jobs Watch ↗
ZARR465,000–R760,000 (avg–senior)PayScale ZA ↗ · CareerJunction ↗ · Pnet ↗ · ERI SalaryExpert ↗
EUR€55,000–€90,000 (DE/NL/FR avg)Glassdoor EU ↗
AUDA$85,000–A$140,000Glassdoor AU ↗

Salary note: Fabric Data Engineer roles are emerging; salary ranges reflect data engineer market in 2026. South Africa ranges: entry-level R430k–R465k, mid-level R480k–R700k, senior R700k–A$750k+ (depending on location and specialization). Johannesburg and Cape Town command 30–40% premiums over national average.


Skills validated

What DP-700 specifically tests — distinct from the shared Associate-level data skills above.

  • Microsoft Fabric workspace and capacity architecture
  • Lakehouse design and management (one-logical-copy principle, delta-parquet format)
  • Fabric Data Engineering UI — Notebooks, Pipelines, Dataflows Gen2
  • Apache Spark on Fabric — PySpark jobs, language bindings
  • Fabric SQL Warehouse — T-SQL, performance tuning, materialized views
  • Data ingestion — ADLS Gen2 connectors, Dataflow Gen2, API-based sources
  • Real-time analytics — Real-Time Hub, Streaming, KQL (Kusto Query Language)
  • Monitoring and diagnostics — Fabric admin portal, Capacity Metrics, job logs
  • Data governance and security — Row-level security (RLS), workspace roles, item permissions
  • Cost optimization — Capacity utilization, auto-scaling, compute-on-demand

Related certifications


Sources


Last verified: 2026-05-01 Parent ecosystem: Microsoft Azure + M365 ↗ Parent domain: Data/AI ↗ Vendor overview: Microsoft Vendor Overview ↗

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