India crossed 290,000 active AI and machine learning job postings in early 2026, roughly triple the count from 2023, and the demand-supply gap for verified AI skills sits at approximately 51% — meaning for every two qualified candidates, only one exists. Separately, a 2026 Nasscom report found that 80% of Indian employers now explicitly weigh demonstrated skills above degree pedigree when shortlisting. What you put in your skills section is no longer a formality; it is the primary filter.
But listing skills alone is not enough. ATS systems scan for exact tool names and reject synonyms or abbreviations they do not recognise. Here is what to list, by domain, and exactly how to format it.
High-Demand Hard Skills by Domain
AI, ML, and GenAI
- Python (PyTorch, TensorFlow, Scikit-learn, Hugging Face Transformers)
- Prompt engineering, RAG (Retrieval-Augmented Generation), LangChain, LlamaIndex
- Fine-tuning open-source LLMs (Llama 3, Mistral, Gemma)
- MLflow, Weights and Biases for experiment tracking
Data and Analytics
- SQL (PostgreSQL, MySQL, BigQuery, Snowflake)
- Power BI, Tableau, Looker
- Python (pandas, NumPy, Matplotlib)
- dbt (data build tool), Apache Spark, Airflow
Cloud and DevOps
- AWS (EC2, S3, Lambda, RDS), Azure (AKS, Azure DevOps), GCP (BigQuery, Vertex AI)
- Docker, Kubernetes, Helm
- Terraform, Ansible (Infrastructure as Code)
- CI/CD: GitHub Actions, Jenkins, GitLab CI
Cybersecurity
- SIEM tools: Splunk, Microsoft Sentinel
- Penetration testing: Kali Linux, Burp Suite, Metasploit
- Cloud security: AWS IAM, Azure Defender, CSPM tools
- Certifications that ATS parses as keywords: CEH, CompTIA Security+, OSCP, CISSP
Full-Stack and Product
- React.js, Next.js, Node.js, TypeScript
- FastAPI, Django REST Framework
- Product: Figma, Jira, Mixpanel, Amplitude, A/B testing frameworks
- Mobile: Flutter, React Native, Kotlin
How to Format the Skills Section So ATS Actually Reads It
The single biggest formatting error in Indian resumes is placing skills inside a two-column table, a text box, or a graphical bar-rating system. ATS parsers extract text linearly. Anything in a table cell or text box may be completely ignored, meaning a recruiter's system never sees "Kubernetes" even though you listed it.
- Use a plain single-column section under a heading that says "Technical Skills" — not "Core Competencies" or "What I Know."
- Group tools by category on a single line: "Cloud: AWS (EC2, Lambda, S3), GCP (BigQuery), Azure (AKS)".
- Spell every tool exactly as the vendor does: "Power BI" not "PowerBI", "scikit-learn" not "Scikit Learn".
- Never use star ratings, progress bars, or "Beginner / Intermediate / Expert" labels — these are subjective and waste space that ATS ignores.
- List certifications separately with the issuing body: "Google Data Analytics Certificate (Coursera, 2025)".
What Not to Put in Your Skills Section
A skills section made up entirely of soft skills — "team player, fast learner, good communicator" — is invisible to ATS and unverifiable to recruiters. Soft skills belong inside experience bullets, demonstrated through specific situations. Your skills section should be almost entirely hard, tool-specific, and searchable.
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