Machine Learning Engineer — Fresher / Trainee (TCS, Hyderabad 2026)

Cloud Soft Solutions; Hyderabad; On-site; INR 350,000 - 600,000; Full time

Job summary

Hyderabad-based opportunities for freshers in Machine Learning Engineer roles at TCS and peers. You would build, evaluate and productionise ML models for real business problems, collaborating with senior engineers and data scientists.

Eligible candidates include B.Tech/B.E/MCA/M.Sc (CSE, IT, ECE, Data Science or related) from 2024–2026 cohorts with solid Python fundamentals and a portfolio project to stand out. Apply on the official careers page.

Qualifications

• B.Tech / B.E / MCA / M.Sc (CSE, IT, ECE, Data Science or related) — 2024, 2025 or 2026 batch.
• Solid Python and fundamentals of machine learning / AI.
• A portfolio project is the single biggest differentiator for freshers.

Responsibilities

• Build, evaluate and productionise machine-learning models for real business problems.
• Collaborate with senior engineers and data scientists.
• Prepare and optimize models for production deployment.

Skills

Python

PyTorch

TensorFlow

scikit-learn

feature engineering

model evaluation

Education

B.Tech / B.E / MCA / M.Sc (CSE, IT, ECE, Data Science or related)

Tools

SQL

Job description

Entry-level Machine Learning Engineer opportunities for freshers in Hyderabad (TCS and peers) — eligibility, in-demand skills (Python, PyTorch, TensorFlow, scikit-learn), prep and how to apply.

Hyderabad, 2026 — TCS is one of India’s largest IT services firms with a fast-growing AI/GenAI practice. This alert covers fresher / entry-level Machine Learning Engineer opportunities in Hyderabad, Telangana for 2024–2026 graduates. In this role you would build, evaluate and productionise machine-learning models for real business problems. Always confirm the current opening and apply on the official careers page below.

About the role

As an entry-level Machine Learning Engineer at a company like TCS, you would build, evaluate and productionise machine-learning models for real business problems, working alongside senior engineers and data scientists. AI, Generative AI and Agentic AI are among the fastest-growing hiring tracks in India in 2026, and Hyderabad is an active market across GCCs, product companies and services firms.

Eligibility

• B.Tech / B.E / MCA / M.Sc (CSE, IT, ECE, Data Science or related) — 2024, 2025 or 2026 batch.
• Solid Python and fundamentals of machine learning / AI.
• A portfolio project is the single biggest differentiator for freshers.

Skills that get shortlisted

Python, PyTorch, TensorFlow, scikit-learn, feature engineering, model evaluation, SQL.

Salary shown is an indicative market range for freshers and is not guaranteed.