Gen AI

Forward Deployed Engineer Course in Hyderabad

Learn to scope, build and deploy AI and data solutions directly with customers

The Forward Deployed Engineer course prepares you for customer-facing engineering work in which you understand a client's problem, build a solution on real systems and data, deploy it and improve it. Forward deployed engineers are described by industry guides as hands-on engineers embedded with customers, combining production-quality coding with discovery, communication and ownership of outcomes. You start with Python, SQL, Git, APIs and Linux, then learn cloud basics, data integration, building applications with FastAPI, working with large language models, retrieval-augmented generation, agents and evaluation, and deploying with Docker and a cloud platform. Equally important are the professional skills: requirement discovery, scoping, writing solution designs, demos, stakeholder communication, debugging in unfamiliar environments, security and data privacy, documentation and handover. The course is project-led, using realistic customer scenarios. It suits graduates and software, data or support engineers with some programming experience. Classes run in Ameerpet, Hyderabad, and in live online batches, with mock customer interviews at the end.

Duration
4 Months
Modules
13+ topics
Placement
100% Support
Certification
Industry Recognized

Syllabus

The Forward Deployed Role

  • β€’What forward deployed engineers do: discovery, build, deploy, evaluate and iterate
  • β€’Differences from software engineer, solutions engineer and consultant roles
  • β€’The customer engagement life cycle and success measures
  • β€’Lab: Analyse a sample customer brief and list unknowns
  • β€’Outcome: Describe the role and what employers may expect

Python & Software Engineering Practices

  • β€’Python for production: modules, typing, errors and logging
  • β€’Testing with pytest; code review and Git workflows
  • β€’Debugging methods and reading unfamiliar code
  • β€’Lab: Build and test a small command-line tool
  • β€’Outcome: Write maintainable, tested Python

SQL & Data Fundamentals

  • β€’SQL queries, joins, aggregations and window functions
  • β€’Data modelling basics and data cleaning in pandas
  • β€’Understanding customer data: quality, gaps and ownership
  • β€’Lab: Profile and clean a messy customer dataset
  • β€’Outcome: Make sense of a customer's data quickly

APIs, Integrations & Web Services

  • β€’REST, JSON, OAuth and API keys
  • β€’Webhooks, queues and integration patterns; handling failures
  • β€’Building services with FastAPI
  • β€’Lab: Integrate two systems with a small API service
  • β€’Outcome: Connect systems that were not designed to talk to each other

Linux, Docker & Cloud Deployment

  • β€’Linux basics, networking and environment variables
  • β€’Docker images and Compose; deploying to a cloud service
  • β€’CI/CD basics and environment management
  • β€’Lab: Containerise and deploy a service
  • β€’Outcome: Deploy into customer or cloud environments

Data Pipelines & Analytics for Customers

  • β€’Building ETL and ELT jobs in Python and SQL
  • β€’Scheduling and monitoring jobs
  • β€’Dashboards and reporting for non-technical stakeholders
  • β€’Lab: Build a pipeline and a report from raw files
  • β€’Outcome: Deliver data products customers can use

LLM Applications & Prompting

  • β€’Calling LLM APIs and designing prompts for business tasks
  • β€’Structured output, tool calling and validation
  • β€’Privacy, safety and hallucination handling
  • β€’Lab: Build an extraction service for customer documents
  • β€’Outcome: Build reliable LLM features

Retrieval-Augmented Generation & Agents

  • β€’Embeddings, chunking and vector search
  • β€’RAG pipelines with citations; agent and tool patterns
  • β€’Choosing between RAG, tools and fine-tuning for a problem
  • β€’Lab: Build a knowledge assistant over customer documents
  • β€’Outcome: Build grounded assistants on private data

Evaluation, Reliability & Guardrails

  • β€’Building evaluation sets with customer examples
  • β€’Metrics, regression tests and monitoring in production
  • β€’Guardrails, fallbacks, human review and escalation paths
  • β€’Lab: Create an evaluation harness and improve a failing case
  • β€’Outcome: Prove that a solution works and keeps working

Security, Privacy & Compliance

  • β€’Least privilege, secrets management and audit logs
  • β€’PII handling, data minimisation and customer data policies
  • β€’Working in restricted or on-premises environments
  • β€’Lab: Review a design for security gaps
  • β€’Outcome: Earn customer trust with safe engineering

Discovery, Scoping & Solution Design

  • β€’Discovery interviews and asking better questions
  • β€’Scoping, risk, estimation and prioritisation
  • β€’Writing design documents and success criteria
  • β€’Lab: Run a mock discovery call and write a scope document
  • β€’Outcome: Turn vague problems into clear plans

Communication, Demos & Handover

  • β€’Demonstrations that focus on customer value
  • β€’Status updates, expectation management and difficult conversations
  • β€’Documentation, runbooks, training and handover
  • β€’Lab: Present a demo and receive stakeholder feedback
  • β€’Outcome: Communicate clearly with technical and non-technical people

Capstone Engagement & Interview Preparation

  • β€’Capstone: simulated customer engagement from discovery to deployed solution and handover
  • β€’System design and coding interview practice
  • β€’Mock customer-facing interviews and portfolio review
  • β€’Outcome: A portfolio engagement and interview readiness

Tools Covered

PythonSQLpandasFastAPIGitGitHubDockerLinuxPostgreSQLpytestREST APIsOpenAI or Gemini or Claude APIsVector databasesStreamlitJira or TrelloAmazon Web Services or Microsoft Azure or Google Cloud

Projects Included

  • Customer Data Integration: Connect two systems through an API service with logging and retries; deliverable is a deployed service and an integration guide.
  • Operations Dashboard: Build a pipeline and dashboard from messy customer files; deliverable is a pipeline, dashboard and data-quality notes.
  • Document Intelligence Service: Extract fields from customer documents with an LLM and validate results; deliverable is an API with an evaluation sheet.
  • Knowledge Assistant: Build a RAG assistant over private documents with access control; deliverable is a demo and test results.
  • Capstone Customer Engagement: Run discovery, design, build, deploy and hand over a solution for a simulated client; deliverable is a design doc, repository, demo and runbook.

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Prerequisites & Eligibility

Understand the foundation and skills needed to succeed in the Forward Deployed Engineer course.

Course Prerequisites

  • Any graduate is eligible for enrollment across all program tracks
  • Dedication to work on real-time scenario projects and live client project implementations
  • Willingness to engage in aptitude, soft skills and interview readiness sessions
  • Commitment to complete full-day training or intensive/internship program schedules
Special Note: The Forward Deployed Engineer course is designed for aspiring professionals. Our trainers and counselors will provide personalised guidance to help you start your Forward Deployed Engineer journey, with placement assistance available across multiple program options.

Why Choose GloryTecks

Build practical capabilities through structured learning, expert mentors and hands-on projects.

5+
Years Experience
800+
Students Trained
50+
Hiring Partners
95%
Placement Rate

5+ Years of Excellence

Established training institute in Hyderabad with a proven track record of producing industry-ready professionals.

Expert Faculty

Learn from trainers with real-world industry experience, who teach the way the work is actually done.

Placement Assistance

A dedicated placement team with tie-ups across hiring companies. We support you until you get hired.

Comprehensive Curriculum

Updated syllabus covering the latest technologies and industry best practices, with hands-on projects.

Career Growth Focus

Not just training, but complete career transformation with soft skills and interview preparation.

Online & Classroom

Attend live online batches or classroom training at our Ameerpet centre, whichever suits you.

Flexible Batches

Weekday, weekend and online batch timings to suit working professionals, students and freshers.

Real-time Projects

Work on real-time scenario projects so you finish with practical experience to show employers.

We provide placement support with direct access to hiring companies, along with comprehensive training that helps freshers become job-ready professionals.

Certification

Explore certification and practical learning opportunities with a focus on Forward Deployed Engineer.

Certificate of Completion

Forward Deployed Engineer

This certifies that

[Your Name]

has successfully completed the

Forward Deployed Engineer
Training Program

GloryTecks

Ameerpet, Hyderabad

Certificate ID

GT-YYYY-XXXX

Certificate Includes

  • Course completion certificate from GloryTecks
  • Project completion certificates
  • Internship completion certificate for eligible internship programs
  • Digital certificate with a unique verification ID
  • Shareable on LinkedIn and other professional platforms
  • Valid proof of skill acquisition for employers
  • Includes the detailed syllabus covered

Industry Focus

A certificate built around the tools and skills employers ask for, adding credibility to your resume.

Skill Validation

Proves your expertise in the course and the technologies you worked with.

Career Advancement

Strengthens your profile when you apply for jobs and negotiate your salary.

Digital & Physical

Get a digital certificate for online sharing and a physical copy for framing.

Course Certificate

Upon successful completion of the training program

Project Certificate

For major projects completed during training

Course Features & Highlights

Build a strong foundation through a structured Forward Deployed Engineer course with practical learning and hands-on exposure.

Live Projects

Work on real-world projects from day one with industry use cases.

Expert Trainers

Learn from industry professionals with real-world experience.

Placement Support

Dedicated placement team with assistance until you get hired.

Industry Certification

Get certified and boost your resume with recognized credentials.

LMS Access

Access to learning materials and recorded sessions.

Mock Interviews

Weekly mock interviews to prepare you for real job scenarios.

Resume Building

Professional resume preparation and LinkedIn profile optimization.

Additional Benefits

  • Flexible Payment Plans
  • 6-12 Months LMS Access
  • Doubt Clearing Sessions
  • 24/7 Learning Support

Frequently asked questions

What does the Forward Deployed Engineer course syllabus cover?

13 sections: The Forward Deployed Role, Python & Software Engineering Practices, SQL & Data Fundamentals, APIs, Integrations & Web Services, Linux, Docker & Cloud Deployment, Data Pipelines & Analytics for Customers, LLM Applications & Prompting, Retrieval-Augmented Generation & Agents, Evaluation, Reliability & Guardrails, Security, Privacy & Compliance, Discovery, Scoping & Solution Design, Communication, Demos & Handover and Capstone Engagement & Interview Preparation. It includes 5 projects: Customer Data Integration, Operations Dashboard, Document Intelligence Service and 2 more.

What is a forward deployed engineer?

A forward deployed engineer is a hands-on engineer who works closely with customers to understand their problems, build and deploy solutions on their real data and systems, and iterate. The role is described in industry guides as engineering-heavy and customer-facing.

Is this a recognised job title in India?

The title is more common at AI and enterprise software companies, and many employers use titles such as solutions engineer, implementation engineer or AI engineer for similar work. The course covers skills for all of these.

What background do I need?

Some programming experience is expected. Python and SQL are covered from fundamentals, but the pace is faster than a beginner course.

Does the course include customer-facing practice?

Yes. Discovery calls, demos, status updates and mock interviews are practised with trainer and peer feedback.

Does GloryTecks publish pay figures for this role?

No. Online sources quote widely varying pay numbers that depend on company and location, so treat them with caution.

How is this different from the AI Product Management course?

Forward Deployed Engineer is an engineering course. AI Product Management focuses on product strategy, metrics and roadmaps.

Which jobs can I target after this course?

Roles include forward deployed engineer, solutions engineer, implementation engineer and AI solutions engineer. Outcomes depend on projects and interviews and are not guaranteed.

How long is the Forward Deployed Engineer course at GloryTecks, and how many hours a week?

The Forward Deployed Engineer course runs 4 months. Hours per week depend on the batch you join: weekday and weekend batches are available, online and at the Ameerpet centre. A counsellor gives you the timetable for the batch you choose.

Is the Forward Deployed Engineer course available as live online training?

Yes. The Forward Deployed Engineer course runs in live online batches as well as classroom batches at the GloryTecks centre in Ameerpet, with recorded session access.

What is the fee for the Forward Deployed Engineer course in Hyderabad?

GloryTecks does not publish fees online; they vary by course and by batch. Call +91 99080 99980 or visit the Ameerpet centre for the current Forward Deployed Engineer fee and the ways to pay it.

Will I get a certificate after the Forward Deployed Engineer course?

Yes. You receive a GloryTecks course completion certificate. Vendor certifications, for example from Microsoft, AWS or Google, are separate exams that you book and take directly with the vendor; a counsellor can tell you which one, if any, matches this syllabus.

What placement support do Forward Deployed Engineer students get?

Placement support at GloryTecks means career counselling, resume and ATS-friendly CV preparation, a LinkedIn profile review, mock interviews and introductions to hiring companies. It is support with the job search, not a guarantee of a job.

Best Forward Deployed Engineer Training in
Ameerpet, Hyderabad

Located at Ameerpet β€” Hyderabad’s IT training hub. Easily accessible from all areas of Hyderabad. Just 2 minutes walk from Ameerpet Metro Station.

611, Annapurna Block, Aditya Enclave, Ameerpet, Hyderabad – 500038, Telangana, India
Mon–Sat: 8AM – 9PM | Sunday: 9AM – 5PM
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Placement Support

Career support covers resume and LinkedIn preparation, mock interviews and a portfolio of 5 course projects. Roles that use these skills include Forward Deployed Engineer, Solutions Engineer, Implementation Engineer, AI Solutions Engineer; support is guidance with the job search, not a guarantee of a job.

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