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BUILT FOR AI ERA|12 month Program

Become an AI Forward Deployed Engineer

  • Learn from active FDEs at Palantir, Google, Databricks, and more, who mentor you throughout the program
  • Deploy 15+ projects in the FDE lab, tackling client personas, messy data, and real-world constraints.

AI Shift

The only program to become Industry-ready FDEs

Developed for engineers who own end-to-end deployment in production

alumni

Scaler alumni work at reputed tech organisations and promising startups

All tracks, one outcome: production-grade skills with AI fluency. Every module below has an AI integration layer — it's not an add-on, it's how you learn.

Have questions about the program or your career path?

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MAKING AI WORK FOR A CUSTOMER

Anyone can call an LLM. Making it work for a customer's business is the actual job.

AI runs through every module. But the skill that gets you hired, isn't prompting. It's scoping the ask, proving the system works, and defending it to the people who have to sign off. You do all three inside one live engagement.

From First Principles to Signed-Off Systems

Three dedicated AI modules take you past prototypes into production, RAG, agents, LangGraph orchestration, MCP, and vector search at scale GPU capacity planning. Not AI in a notebook, AI inside a customer's live platform.

One Client. Twelve Months. Every Curveball.

You're deployed onto a single enterprise client on day one, and the ask never stops moving. Legacy data behind a firewall. A support copilot that then has to act on real orders. A peak-season campaign at 50x traffic.

Evidence, Not Demos

Golden sets, retrieval precision/recall/MRR, RAGAS faithfulness scoring, PII guardrails, prompt-injection red-teaming, cost/latency routing, canary rollouts, and drift detection. Anyone can make an LLM look good on a slide. You'll prove yours holds in production.

You'll Be Judged in the Room, Not Just the Repo

Timed RAG builds, an architecture you defend live, a red-team war room, a capstone your classmates are invited to attack. Scored against hiring-loop standards. And throughout, you answer to the people who'd sign off, not just to a grader.

Tools you'll learn with us:

Logos of companies that hire Scaler talent

Curriculum

One Client Engagement. Fourteen Modules. You own every layer.

The FDE Launchpad, Role, SQL & the Legacy Data Problem

How is This Module Future Proof

The full client-room toolkit before any deep theory, graded from the first classes.

Core

The FDE Launchpad, Role, SQL & the Legacy Data Problem

Start in the client room, engagement lifecycle, MECE, BLUF and the artifact toolkit, then design Meridian's secure order-platform schema and solve the legacy problem their customer PII actually lives behind: a firewalled on-prem SQL Server.

1.25 Months15 sessionsUnderstanding the FDE Landscape

What you'll learn

01
Client engagement craftThe FDE lifecycle, the trust formula, MECE decomposition, Pyramid Principle/BLUF, structured questioning
02
The artifact toolkitSite Survey, PRD-lite, SOW as scope-creep shield, ADRs, weekly executive summaries
03
Production SQLJoins and aggregates, views and window functions, indexing and EXPLAIN ANALYZE, transactions and isolation levels, schema design that survives migrations
04
Secure & legacy dataRow Level Security, column encryption, least privilege roles, audit logging, federated access across firewalled networks, engine selection and DuckDB diagnostics

Want to dive deeper into the details?

Download Brochure

Have questions about the program or your career path?

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Project

Every project ships into one living client platform. That's the FDE bar.

Not disconnected builds. Each project adds the next production layer to the same Meridian Retail engagement, and the capstone proves it transfers.

FULL-STACK PLATFORM

Secure Client Data Platform & Legacy Ingestion

Design Meridian's secure production schema with RLS, column encryption and audit trails, solve federated access to the firewalled on-prem SQL Server their customer PII lives in, then build the tested async Python ingestion service, streaming exports via generators, Pydantic-validated, fully covered by pytest, with a PySpark transform layered in for the heavier data loads.

PostgreSQLRLSDuckDBPython (Async/Pydantic)PySpark
Secure Client Data Platform & Legacy Ingestion

AI-assisted profiling flagged likely PII fields and schema anomalies in the legacy export before the ingestion pipeline was built.

FULL-STACK PLATFORM

Production Order-Management Backend

Build the client's real backend, order lifecycle state machine, payment reconciliation, notifications, OAuth2/OIDC auth, live status over WebSockets, OpenTelemetry tracing, backed by an OpenAPI-specced contract and the dbt/Airflow/Kafka data platform behind it.

FastAPIKafkadbtOpenTelemetry
Production Order-Management Backend

pgvector semantic search and streaming, AI-ready endpoints are built into the platform from day one

FULL-STACK PLATFORM

Live Ops Dashboard (React + TypeScript)

Build the ops dashboard the client's team uses daily, validated intake forms, KPI tables and filters, role-gated views and real-time order status, then defend the architecture and walk the end users through it.

ReactTypeScriptReact QuerySSE
Live Ops Dashboard (React + TypeScript)

Streaming, AI-ready interface patterns power the dashboard's real-time layer

FULL-STACK PLATFORM

Black Friday Scale Redesign

Redesign the platform to survive a 50x campaign surge, load balancing, caching, sharding with rebalancing, a Kafka event backbone, a 10TB query path and Saga-based distributed transactions, presented as an architecture proposal deck defended to leadership.

ShardingKafkaElasticsearchSaga
Black Friday Scale Redesign

The redesign explicitly provisions for AI workloads, copilot traffic and vector search, under surge load

CAPSTONE

The Capstone: A Brand-New Client, End to End

Run discovery and scoping on a fresh non-Meridian brief under time pressure, build the data, backend, dashboard and AI/agent layer in compressed sprints, then present at Demo Day to an industry panel.

Learner-selected full stack
The Capstone: A Brand-New Client, End to End

Every capstone ships a production AI/agent layer scoped to the new client's actual problem

FULL-STACK PLATFORM

Secure Client Data Platform & Legacy Ingestion

Design Meridian's secure production schema with RLS, column encryption and audit trails, solve federated access to the firewalled on-prem SQL Server their customer PII lives in, then build the tested async Python ingestion service, streaming exports via generators, Pydantic-validated, fully covered by pytest, with a PySpark transform layered in for the heavier data loads.

PostgreSQLRLSDuckDBPython (Async/Pydantic)PySpark
Secure Client Data Platform & Legacy Ingestion

AI-assisted profiling flagged likely PII fields and schema anomalies in the legacy export before the ingestion pipeline was built.

FULL-STACK PLATFORM

Production Order-Management Backend

Build the client's real backend, order lifecycle state machine, payment reconciliation, notifications, OAuth2/OIDC auth, live status over WebSockets, OpenTelemetry tracing, backed by an OpenAPI-specced contract and the dbt/Airflow/Kafka data platform behind it.

FastAPIKafkadbtOpenTelemetry
Production Order-Management Backend

pgvector semantic search and streaming, AI-ready endpoints are built into the platform from day one

Mentors/ Instructors

Learn from the top 0.1% of practitioners

Industry leaders who will shape your career

Anshuman Singh, instructor for Problem Solving & System DesignAnshuman Singh, instructor for Problem Solving & System Design

Problem Solving & System Design

Taught by Anshuman Singh

Co-Founder @Scaler logo

Two-time ACM ICPC World Finalist. Built Facebook Messenger as a founding team member.

15+ YOE15+ Years of Experience
4.9
Naman Bhalla, instructor for DSA & Full Stack DevelopmentNaman Bhalla, instructor for DSA & Full Stack Development

DSA & Full Stack Development

Taught by Naman Bhalla

Co Founder @Scaler AI Labs logo

Google Kickstart global rank 135. ACM ICPC rank 37. Built Scaler Topics from scratch.

6+ YOE6+ Years of Experience
4.8
Shivank Agarwal, instructor for System Design & Backend ArchitectureShivank Agarwal, instructor for System Design & Backend Architecture

System Design & Backend Architecture

Taught by Shivank Agarwal

Senior VP Engineering @Scaler logo

A decade at Microsoft and Oracle. Now SVP of Engineering at Scaler, building next-gen engineers.

14+ YOE14+ Years of Experience
4.7
Subhadip ChandaSubhadip Chanda

System Design & Data Architecture

Subhadip Chanda

Forward Deployed Engineer @Databricks logo

Forward Deployed Engineer at Databricks, turning ambitious data strategies into real platforms.

Anu SharmaAnu Sharma

Forward Deployed Engineering & AI Systems

Anu Sharma

Forward Deployed Engineer @Palantir logo

Forward Deployed Engineer at Palantir. Also worked at Google, X and Intuit. Teaches 700k+ followers.

Kalaiselvan SwamyKalaiselvan Swamy

Full-Stack Development & Cloud Architecture

Kalaiselvan Swamy

Forward Deployed Engineer @Axelerant

16+ years in engineering and architecture. Forward Deployed Engineer at Axelerant, ex-Cognizant.

16+ YOE16+ Years of Experience
Suvojit HoreSuvojit Hore

Agentic AI & Enterprise Deployment

Suvojit Hore

Forward Deployed Senior AI Engineer @EXL logo

Forward Deployed Senior AI Engineer at EXL, with 20+ agentic AI systems in production. Ex-dunnhumby.

Prajna VegesnaPrajna Vegesna

Full-Stack AI Product Engineering

Prajna Vegesna

Forward Deployed AI Engineer @Sarvam AI logo

Forward Deployed AI Engineer at Sarvam AI, building full-stack AI products for India at scale.

Subham KumarSubham Kumar

Cloud Platforms & Distributed Systems

Subham Kumar

Forward Deployed Engineer @ConveGenius.AI

Forward Deployed Engineer at ConveGenius.AI, building cloud platforms serving millions of learners.

Anshuman Singh, instructor for Problem Solving & System DesignAnshuman Singh, instructor for Problem Solving & System Design

Problem Solving & System Design

Taught by Anshuman Singh

Co-Founder @Scaler logo

Two-time ACM ICPC World Finalist. Built Facebook Messenger as a founding team member.

15+ YOE15+ Years of Experience
4.9
Naman Bhalla, instructor for DSA & Full Stack DevelopmentNaman Bhalla, instructor for DSA & Full Stack Development

DSA & Full Stack Development

Taught by Naman Bhalla

Co Founder @Scaler AI Labs logo

Google Kickstart global rank 135. ACM ICPC rank 37. Built Scaler Topics from scratch.

6+ YOE6+ Years of Experience
4.8
Shivank Agarwal, instructor for System Design & Backend ArchitectureShivank Agarwal, instructor for System Design & Backend Architecture

System Design & Backend Architecture

Taught by Shivank Agarwal

Senior VP Engineering @Scaler logo

A decade at Microsoft and Oracle. Now SVP of Engineering at Scaler, building next-gen engineers.

14+ YOE14+ Years of Experience
4.7
Subhadip ChandaSubhadip Chanda

System Design & Data Architecture

Subhadip Chanda

Forward Deployed Engineer @Databricks logo

Forward Deployed Engineer at Databricks, turning ambitious data strategies into real platforms.

Have questions about the program or your career path?

REQUEST A CALLBACK

how scaler works

This isn't a course library. It's a system built around becoming an FDE.

Designed for people with jobs, ambition, and limited time. Structure, people, practice, and accountability are built in so upskilling turns into capability.

AI-first structured curriculum, rebuilt not retrofitted
01One engagement, fourteen modules

The curriculum works like the job.

You spend the program embedded with Meridian Retail, a realistic simulated client: messy legacy data behind a firewall, PII and PCI constraints, shifting stakeholders, and a Black Friday deadline. Every module adds a production layer to the same living platform.

Mentors who guide you while building the industry
021:1 mentor support

The people who guide you do this job for real clients.

Mentors review your Meridian work, coach your discovery calls and exec updates before the graded versions, and give artifact feedback the way a real engagement lead would.

Projects, AI labs, and evaluated practice
03Graded practice, not passive content

You learn it. You ship it. You defend it.

197 live sessions including 14 graded assessments, 10 hands-on labs and 18 communication classes, a timed RAG build, a red-team war room on your shipped agent, a system-design interview simulation, an AWS security assessment, a live incident drill, and a demo day with an industry panel.

Scaler practice platform built to match the real hiring environment
04Elective depth for senior engineers

Four elective modules take the engagement past the build.

A real AWS production go-live with Terraform (28 sessions), multi-region reliability and DR, enterprise security sign-off, and the capstone.

Community, accountability, and career support
05Backed by a strong tech community

Your professional network for the next decade.

Structured check-ins, career support, and access to Scaler's alumni community keep you moving long after the program ends.

Lifelong access and continuous learning
06Learning never ends

Lifelong access and continuous learning The program ends. The access does not.

Live sessions, regular curriculum updates, and lifetime access to recorded content mean you remain current as the industry moves. Not caught up. Ahead of it.

AI-first structured curriculum, rebuilt not retrofitted
Mentors who guide you while building the industry
Projects, AI labs, and evaluated practice
Scaler practice platform built to match the real hiring environment
Community, accountability, and career support
Lifelong access and continuous learning
01One engagement, fourteen modules

The curriculum works like the job.

You spend the program embedded with Meridian Retail, a realistic simulated client: messy legacy data behind a firewall, PII and PCI constraints, shifting stakeholders, and a Black Friday deadline. Every module adds a production layer to the same living platform.

021:1 mentor support

The people who guide you do this job for real clients.

Mentors review your Meridian work, coach your discovery calls and exec updates before the graded versions, and give artifact feedback the way a real engagement lead would.

03Graded practice, not passive content

You learn it. You ship it. You defend it.

197 live sessions including 14 graded assessments, 10 hands-on labs and 18 communication classes, a timed RAG build, a red-team war room on your shipped agent, a system-design interview simulation, an AWS security assessment, a live incident drill, and a demo day with an industry panel.

04Elective depth for senior engineers

Four elective modules take the engagement past the build.

A real AWS production go-live with Terraform (28 sessions), multi-region reliability and DR, enterprise security sign-off, and the capstone.

05Backed by a strong tech community

Your professional network for the next decade.

Structured check-ins, career support, and access to Scaler's alumni community keep you moving long after the program ends.

06Learning never ends

Lifelong access and continuous learning The program ends. The access does not.

Live sessions, regular curriculum updates, and lifetime access to recorded content mean you remain current as the industry moves. Not caught up. Ahead of it.

Have questions about the program or your career path?

REQUEST A CALLBACK

FREQUENTLY ASKED QUESTIONS

Got Questions? We've Got Answers

Still having doubts regarding program details?

Reach out to the team for more information.

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