Career Roadmaps | Gradient Nova AI

Fresher Track — 0–2 years experience

For students and early-career professionals with little to no prior industry experience, moving into AI, Gen AI and Agentic AI roles for the first time.

Target AI roles mapped

~1 yr

Typical starting experience

Immediate

To first AI-native role

95%

Best profile match score

Career progression path

NOW

Early-career AI / Gen AI intern or trainee

0–3 mo

Gen AI Engineer / RAG Engineer

6–12 mo

LLMOps / Multimodal AI Engineer

18–24 mo

AI Engineering Lead — Agentic & Robotics Systems

What you can target after each module

Machine Learning — Month 1

ML Engineer

INR 8–12 LPA

AI-Assisted ML Engineer

INR 9–13 LPA

Generative AI — Month 2

Gen AI Engineer

INR 10–16 LPA

RAG / Retrieval Engineer

INR 10–15 LPA

Agentic AI — Month 3

Agentic AI Engineer

INR 12–18 LPA

AI Agent Developer (LangGraph/MCP)

INR 12–17 LPA

Target AI roles — quick reference

Role	Track	India salary	Remote / GCC salary	Timeline	Match
Gen AI Engineer	Technical	INR 10–16 LPA	INR 14–22 LPA	Immediate	95%
RAG / Retrieval Engineer	Technical	INR 10–15 LPA	INR 14–20 LPA	Immediate	92%
Agentic AI Engineer	Technical	INR 12–18 LPA	INR 16–24 LPA	Immediate	92%
AI Engineer — Document Intelligence	Domain	INR 9–14 LPA	INR 12–18 LPA	Immediate	88%
Applied AI / Robotics AI Engineer	Domain	INR 12–20 LPA	INR 16–26 LPA	Immediate	85%
Conversational / Customer Support AI Engineer	Domain	INR 10–16 LPA	INR 14–20 LPA	Immediate	84%
LLMOps / Multimodal AI Engineer	Technical	INR 14–22 LPA	INR 18–28 LPA	Mid-term	80%
Multimodal AI Engineer	Technical	INR 14–20 LPA	INR 18–26 LPA	Mid-term	78%
AI Solutions / Pre-Sales Engineer	Consulting	INR 12–18 LPA	INR 15–22 LPA	Mid-term	75%
AI Engineering Lead — Agentic & Robotics	Leadership	INR 20–30 LPA	INR 25–38 LPA	Stretch	65%

Illustrative roadmap based on real CTP 2.0 candidate outcomes for this experience band. Salary data sourced from LinkedIn, Naukri, AmbitionBox and Glassdoor India (2026); actual compensation varies by company, skill depth demonstrated in your CTP 2.0 portfolio, and negotiation. This is a market-based estimate, not a guarantee of placement or compensation.

Intermediate Track — 3–10 years experience

For working professionals with several years in data, analytics, operations or process roles who are ready to move into AI-assisted and Gen AI-native positions.

Target AI roles mapped

~8 yrs

Typical starting experience

~3 mo

To first AI-assisted role

92%

Best profile match score

Career progression path

NOW

Senior analyst / process or operations professional

3 mo

AI-Assisted Data / Financial Analyst

12 mo

Senior Gen AI Analyst / AI Process Improvement Lead

18–24 mo

AI Transformation Manager

What you can target after each module

Machine Learning — Month 1

Senior Data Analyst (ML-Assisted)

INR 10–16 LPA

Data Analyst — ML Tools

INR 9–14 LPA

Generative AI — Month 2

Gen AI Business Analyst

INR 12–18 LPA

RAG-Enabled Data Analyst

INR 12–19 LPA

Agentic AI — Month 3

Agentic Process Analyst

INR 14–20 LPA

AI-Assisted Process Automation Lead

INR 15–22 LPA

Target AI roles — quick reference

Role	Track	India salary	Remote / GCC salary	Timeline	Match
AI-Assisted Financial / Data Analyst	Technical	INR 10–16 LPA	INR 14–20 LPA	Immediate	92%
Data Quality & RAG Specialist	Technical	INR 12–18 LPA	INR 16–24 LPA	Immediate	89%
Gen AI Business Analyst	Strategy	INR 12–18 LPA	INR 15–20 LPA	Immediate	86%
Data Tagging & LLM Curation Specialist	Domain	INR 11–17 LPA	INR 15–22 LPA	Immediate	88%
AI-Assisted Equity & Company Data Analyst	Domain	INR 12–19 LPA	INR 16–24 LPA	Immediate	85%
Agentic Process Automation Analyst	Technical	INR 13–19 LPA	INR 17–24 LPA	Immediate	82%
Senior Gen AI Data Analyst	Technical	INR 16–24 LPA	INR 22–30 LPA	Mid-term	78%
AI Process Improvement Lead	Leadership	INR 17–26 LPA	INR 22–32 LPA	Mid-term	75%
LLMOps & Data Systems Analyst	Technical	INR 16–23 LPA	INR 21–28 LPA	Mid-term	74%
AI Transformation Manager	Leadership	INR 22–34 LPA	INR 30–45 LPA	Stretch	68%

Experienced Track — 10+ years experience

For senior engineers, architects and technical leaders with a decade or more in software, product or engineering roles, pivoting into AI leadership and staff-level AI engineering.

Target AI roles mapped

23+ yrs

Typical starting experience

~3 mo

To first AI-native role

96%

Best profile match score

Career progression path

NOW

Staff / Principal Software Engineer

3–6 mo

AI-Assisted Engineering Lead / Agentic AI Engineer

12 mo

Principal Engineer / Gen AI Solutions Architect

18–24 mo

Head of AI Engineering / VP Engineering / Fractional CTO

What you can target after each module

Machine Learning — Month 1

Senior ML-Integration Engineer

INR 35–50 LPA

Staff Engineer — MLOps

INR 40–55 LPA

Generative AI — Month 2

Staff Gen AI Engineer

INR 45–65 LPA

Gen AI Solutions Lead

INR 50–70 LPA

Agentic AI — Month 3

Agentic AI Engineering Lead

INR 55–80 LPA

Staff Engineer — Agentic Workflow Automation

INR 55–85 LPA

Target AI roles — quick reference

Role	Track	India salary	Remote / GCC salary	Timeline	Match
AI-Assisted Engineering Lead — Legacy Modernization	Leadership	INR 55–80 LPA	INR 75–110 LPA	Immediate	96%
Agentic AI Engineer — Product Engineering	Technical	INR 45–70 LPA	INR 65–95 LPA	Immediate	93%
Staff / Principal Engineer — AI Dev Platform	Leadership	INR 50–75 LPA	INR 70–100 LPA	Immediate	90%
Staff Computer Vision Engineer	Technical	INR 45–65 LPA	INR 60–85 LPA	Immediate	88%
Generative Design Engineer — AI-Assisted CAD	Technical	INR 42–62 LPA	INR 58–82 LPA	Immediate	87%
Edge AI Engineer — Offline / Field Inference	Technical	INR 40–58 LPA	INR 55–78 LPA	Immediate	85%
Gen AI Solutions Architect	Architecture	INR 40–65 LPA	INR 60–90 LPA	3–6 mo	84%
Technical Lead — RAG & Knowledge Platforms	Technical	INR 40–60 LPA	INR 55–85 LPA	3–6 mo	83%
AI Product Engineering Lead	Domain	INR 42–65 LPA	INR 60–85 LPA	3–6 mo	81%
Head of AI Engineering / Director, AI Product	Leadership	INR 75–120 LPA	INR 100–160 LPA	18–24 mo	58%

Find Your AI Career Path

Career progression path

What you can target after each module

Target AI roles — quick reference

Career progression path

What you can target after each module

Target AI roles — quick reference

Career progression path

What you can target after each module

Target AI roles — quick reference