Data analysts and data engineers in active roles, experienced with the modern stack (dbt, Snowflake, BigQuery)
Expert-led · Remote across the US & Canada · for enterprise teamsTraining in
Training in
Data engineering.
Data engineering builds the foundations without which no data project holds. Learni trains your teams on modern pipelines: Airflow, dbt, Spark, Kafka, lakehouse (Snowflake, BigQuery, Databricks).
Custom AI, cybersecurity, cloud and data programs for your team — built with a vetted expert and delivered remotely in your time zone. We measure impact at 30, 90 and 180 days, not just satisfaction.
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View all programs →4.9/5 · +100 reviews
Vetted experts · 18% acceptance rate
100% remote · US & Canada
Measured at 30/90/180 days
2,000+programs in the catalog
50+expert trainers
10,000+learners trained
Why train in Data engineering?
Without rigorous data engineering, analytics and AI projects collapse: inconsistent data, fragile pipelines, exploding cloud costs. A competent data engineering team is the highest-ROI investment in a data org.
Sectors concerned
TechBankingRetailIndustryMediaHealthcare
What Learni brings you
Industry-certified deliverable-oriented programs: each session produces a reusable dashboard, query or pipeline
Sector datasets provided to practice on data close to your business
Post-training follow-up: review of a real project run by the learner in their company
Related domains
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Cybersecurity
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Cloud & DevOps
Build and operate modern, scalable, secure infrastructures.
Data & Analytics
Turn data into decisions: SQL, BI, pipelines, data engineering.
Development
Code better, test, deploy: Python, JavaScript, React, Node.
Management & Agile
Lead high-performing teams in agile, uncertain environments.
Domain · Data engineering
40 certified programs
in Data engineering.
Every program is built with an expert trainer and delivered onsite, remote or hybrid. All our programs are industry-certified and delivered by vetted experts.
Data EngineeringExpert-ledAdvanced Airflow Training - Master Complex Data Pipelines
$3,675Net of tax
Data EngineeringExpert-ledAdvanced Databricks Training - Accelerate Data Pipelines x3
$1,470Net of tax
Data EngineeringExpert-ledAdvanced Databricks Training - Deploy Scalable Data ML Pipelines
$2,940Net of tax
Data EngineeringExpert-ledAdvanced Databricks Training - Optimize Your Big Data Pipelines
$4,620Net of tax
Data EngineeringExpert-ledAdvanced Kafka Training - Master Massive Real-Time Streams
$5,775Net of tax
Data EngineeringExpert-ledAdvanced Kafka Training - Master Real-Time Pipelines
$3,675Net of tax
Data EngineeringExpert-ledAdvanced Neo4j Training - Optimizing Graphs and Cypher Queries
$1,470Net of tax
Data EngineeringExpert-ledAdvanced Snowflake Training - Optimize Cloud Data Warehouses Effectively
$4,620Net of tax
Data EngineeringExpert-ledAdvanced Snowflake Training - Optimize Performance and Cloud Costs
$3,675Net of tax
Data EngineeringExpert-ledAdvanced Snowflake Training - Optimize Performance and Data Cloud Costs
$4,620Net of tax
Data EngineeringExpert-ledAdvanced dbt Training - Optimize Data Pipelines and Automated Tests
$4,620Net of tax
Data EngineeringExpert-ledAirbyte 2026 Training - Automate ETL for AI
$4,620Net of tax
Data EngineeringExpert-ledAzure Data Engineer DP-203 Training - Obtain Your Certification in 3 Days, May 2026
$3,675Net of tax
Data EngineeringExpert-ledBitrise 2026 Training - Automating Data BI Pipelines
$4,620Net of tax
Data EngineeringExpert-ledCDC Training - Professional Real-Time Data Replication
$5,145Net of tax
Data EngineeringExpert-ledChange Data Capture CDC Training - Professional Real-Time Data Synchronization
$6,431Net of tax
Data EngineeringExpert-ledDatabricks Expert Training - Optimize Your Big Data Pipelines
$5,775Net of tax
Data EngineeringExpert-ledDatabricks Training - Master Big Data Spark in 4 Days
$4,620Net of tax
Data EngineeringExpert-ledDatabricks Training - Master Delta Lake and Data Scalability
$4,620Net of tax
Data EngineeringExpert-ledDatabricks Training - Master Large-Scale Data Pipelines
$4,620Net of tax
Data EngineeringExpert-ledDatabricks Training - Mastering the Lakehouse for Data Pros
$5,775Net of tax
Data EngineeringExpert-ledDelta Lake Training - Make Your Data Lakes ACID Reliable
$3,675Net of tax
Data EngineeringExpert-ledDelta Lake Training - Managing ACID Data Lakes in the Enterprise
$1,470Net of tax
Data EngineeringExpert-ledDelta Lake Training - Master High-Performance ACID Data Lakes
$2,940Net of tax
Data EngineeringExpert-ledDelta Lake Training - Master the ACID Data Lake in 1 Day
$1,470Net of tax
Data EngineeringExpert-ledDocument AI Pipelines Training - Automating Intelligent Data Extraction
$4,620Net of tax
Data EngineeringExpert-ledGoogle Cloud Professional Data Engineer PDE Training - Obtain Your Certification in 3 Days May 2026
$3,675Net of tax
Data EngineeringExpert-ledLanceDB Training - Deploying Scalable Vector Databases
$2,940Net of tax
Data EngineeringExpert-ledNeo4j Training - Get Started with Graphs to Effectively Analyze Your Data
$3,675Net of tax
Data EngineeringExpert-ledNeo4j Training - Master Graphs from Day 1
$5,775Net of tax
Data EngineeringExpert-ledNeo4j Training - Master Graphs to Analyze Your Data
$5,775Net of tax
Data EngineeringExpert-ledSnowflake Expert Training - Optimize Advanced Cloud Data Warehouses
$3,675Net of tax
Data EngineeringExpert-ledSnowflake Training - Effectively Optimize Your Cloud Data
$3,675Net of tax
Data EngineeringExpert-ledSnowflake Training - Introduction to Cloud Data Warehouse
$1,470Net of tax
Data EngineeringExpert-ledSnowflake Training - Mastering the Cloud Data Warehouse
$4,620Net of tax
Data EngineeringExpert-ledSnowflake Training - Securing Cloud Data Warehouses
$4,620Net of tax
Data EngineeringExpert-ledSnowflake Training - Supervising Cloud Data Effectively
$5,775Net of tax
Data EngineeringExpert-ledTraining 360Learning 2026 - Optimizing Enterprise Data Lakes
$4,620Net of tax
Data EngineeringExpert-ledTraining AWS CodePipeline 2026 - Optimizing Data Engineering Pipelines
$5,775Net of tax
Data EngineeringExpert-ledTraining AWS CodePipeline 2026 - Optimizing Data Engineering Pipelines
$4,620Net of tax
Specializations
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Frequently asked questions — Data engineering
What's the difference between data engineer and data analyst?+
Data engineer builds and operates the pipelines that bring clean, on-time data where needed. Analyst exploits that data to produce analyses and dashboards. We train both profiles in dedicated paths.
How is the Data engineering program billed?+
Data engineering is billed directly to your L&D budget. USD invoicing, W-9 available on request, no public funding. You get one clear quote per cohort, and our team handles the contracting and scheduling at no extra cost.
What is the format of the Data engineering program?+
Data engineering is delivered remotely in your time zone, with onsite available on request. Programs usually run 1 to 5 days, with a maximum of 8 learners per group to keep the intensity high. Custom paths spread over weeks are also available.
Is a certificate issued after the Data engineering training?+
Each learner receives a Learni completion certificate. Depending on the program, vendor or industry certifications (AWS, Microsoft, Scrum Alliance, etc.) can be prepared and taken. Our trainers are certified and our programs aligned with the official frameworks.
Article
Formation Data Engineering : Maîtrisez ETL, Spark et Kafka | Learni Certifié Qualiopi
En 2025, le Data Engineering est au cœur de la transformation digitale. Learni propose des formations Data Engineering certifiées Qualiopi pour maîtriser Apache Spark, ETL & Pipelines, et Kafka & Airflow. Boostez votre carrière avec un accompagnement sur mesure et des résultats prouvés : -35% de turnover pour nos clients.
Read · 8 min
Introduction au Data Engineering en 2025-2026
Le Data Engineering représente le socle indispensable des architectures de données modernes. En 2025-2026, avec l'explosion des volumes de données issues de l'IoT, de l'IA générative et des applications en temps réel, les entreprises font face à des défis majeurs en matière de traitement scalable, de fiabilité et de gouvernance des données. Une formation data engineering chez Learni vous équipe pour concevoir des pipelines robustes, gérer des flux massifs via Apache Spark et orchestrer des workflows complexes avec Kafka & Airflow. Certifié Qualiopi, Learni garantit une montée en compétences alignée sur les standards industriels, évitant les silos data et favorisant une data mesh décentralisée.
Imaginez transformer des téraoctets de données brutes en insights actionnables grâce à des ETL optimisés et des data lakes ACID-compliant. Notre expertise en Data Engineering couvre le batch processing, le stream processing et l'intégration lakehouse, essentiels pour les zero-ETL paradigms émergents. Rejoignez les 80+ entreprises accompagnées par Learni pour anticiper les besoins en data platforms hybrides.
Pourquoi se former en Data Engineering dès aujourd'hui ?
Le marché du Data Engineering explose : selon Gartner, 85% des entreprises investiront dans des data pipelines avancés d'ici 2026, avec une demande en profils seniors multipliée par 3. Les employeurs recherchent des experts capables de scaler des clusters Spark sur Kubernetes, de gérer la schema evolution dans Kafka et d'implémenter des DAG idempotents avec Airflow. Une formation data engineering Learni répond à ces enjeux, boostant votre employabilité dans un secteur où les salaires médians avoisinent 70k€/an en France.
L'évolution rapide des technologies – passage du data warehouse vers le data lakehouse avec Delta Lake et Iceberg – impose une formation continue. Sans compétences en partitioning dynamique, sharding distribué ou exactly-once semantics, vos pipelines risquent des pertes de données ou des coûts explosifs sur cloud providers comme AWS EMR ou Databricks. Learni, membre EdTech France, vous prépare à ces mutations pour un ROI immédiat : +25% de performance opérationnelle chez nos clients.
Compétences clés en Data Engineering
Une formation data engineering Learni couvre l'ensemble du spectre technique, de l'ingestion à la consommation. Maîtrisez les concepts avancés comme le backpressure handling dans Kafka, les windowed aggregations en Spark Streaming, et les custom operators en PySpark. Nos programmes intègrent les best practices pour des pipelines fault-tolerant, avec monitoring via Prometheus et Grafana.
Ces compétences vous permettront de builder des architectures résilientes, scalables horizontalement, prêtes pour le real-time analytics et les event-driven systems.
Nos formations Data Engineering chez Learni
Bien que Learni propose des programmes sur mesure en Data Engineering adaptés à vos besoins, explorez notre catalogue complet sur → Nos formations. Pour une formation data engineering dédiée à Apache Spark, ETL & Pipelines ou Kafka & Airflow, contactez-nous via → Nous contacter ou WhatsApp → Nous contacter sur WhatsApp. Nos offres Starter (2500€/1 mois), Gold (3500€/3 mois) et Platinum (6000€/6 mois) incluent hands-on projects sur des datasets réels.
Découvrez comment → Concevoir une formation sur mesure personnalisée en Data Engineering, alignée sur vos KPIs data. Lisez nos articles experts sur le → Notre blog, comme ceux sur l'optimisation de Spark jobs ou les patterns Kafka pour microservices.
La méthode pédagogique Learni
Chez Learni, certifié Qualiopi, notre approche est 100% pratique : 70% hands-on, 30% théorie. Formats flexibles : présentiel à Paris, distanciel synchrone ou hybride. Chaque participant déploie un end-to-end pipeline sur GCP ou Azure, avec code review par nos formateurs seniors (ex-Meta, ex-Spotify). Certifications internes Learni + badges Credly pour Spark et Kafka.
Petits groupes (max 8), mentoring post-formation 3 mois, et intégration CI/CD avec GitHub Actions pour vos repos data.
Résultats et ROI des formations Learni
Learni a accompagné 80+ entreprises, avec une note moyenne de 4.7/5 sur 250+ avis. Résultats concrets : -35% de turnover data teams, +40% d'engagement employés, +25% de performance pipelines (temps de traitement réduit). Un client e-commerce a scalé ses ETL de 10h à 45min via nos trainings Spark.
Financement de votre formation Data Engineering
Toutes nos formations data engineering sont certifiées Qualiopi, éligibles au financement OPCO (OPCO EP, Atos, etc.) et plans de formation entreprise. Contactez votre OPCO pour un prise en charge jusqu'à 100%. Learni gère les démarches administratives pour un démarrage rapide. Pas de CPF : focus sur B2B et intra-entreprise.
Devis gratuit en 24h via → Nous contacter.
FAQ Formation Data Engineering Learni
Quelle est la durée d'une formation Data Engineering chez Learni ?
Nos formations data engineering durent de 2 jours (initiation Spark) à 6 mois (Platinum full-stack). Adaptées à votre niveau : junior à lead engineer.
Quels sont les prérequis pour une formation Data Engineering ?
Bases Python/SQL, notions Linux. Pas d'expérience Kafka requise : on part du Zookeeper setup aux Streams API avancées.
Les formations sont-elles certifiantes ?
Oui, certification Learni Qualiopi + badges pour Apache Spark et Airflow. Portfolio projects pour LinkedIn.
Comment financer via OPCO ?
Éligible 100% OPCO. Learni fournit le dossier Qualiopi complet. Exemples : OPCO Compansat, FAFIEC.
Y a-t-il des sessions en présentiel ?
Oui, à Paris ou intra-entreprise. Hybride disponible avec labs JupyterHub cloud.
Quel support post-formation ?
Slack dédié 6 mois, mentoring 1h/semaine en Platinum. Accès replays illimité.
Conclusion : Lancez votre formation Data Engineering avec Learni
Ne ratez pas l'opportunité de maîtriser le Data Engineering en 2025. Contactez Learni dès aujourd'hui pour un devis personnalisé : → Nous contacter, WhatsApp → Nous contacter sur WhatsApp, ou → Concevoir une formation sur mesure. Certifié Qualiopi, soutenu par Réseau Entreprendre, Learni est votre partenaire pour des data pipelines performants et un avenir data-driven.
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