Talent.com
AI-Accelerated Materials Design Intern
AI-Accelerated Materials Design InternQpiAI • Bengaluru, Republic Of India, IN
AI-Accelerated Materials Design Intern

AI-Accelerated Materials Design Intern

QpiAI • Bengaluru, Republic Of India, IN
3 days ago
Job description

Position Summary

As a Computational Materials Discovery Intern, you will work at the intersection of materials science, computational physics, quantum chemistry, quantum computing, and AI / ML. You will contribute to simulation workflows, property prediction pipelines, materials dataset generation, and hybrid quantum–classical algorithms for accelerated materials design—integrated with QpiAI’s quantum computing systems and AI platforms. This role is ideal for candidates who want to work on real scientific problems involving electronic structure modeling, materials screening, generative AI for materials, and quantum-accelerated materials simulation.

Key Responsibilities

1. Materials Simulation & Electronic Structure Modeling

  • Perform classical materials simulations using :
  • DFT (plane-wave & localized basis set methods)
  • Pseudopotentials, k-point sampling, band structure and DOS calculations
  • Phonon calculations, elastic constants, mechanical / thermal property prediction
  • Molecular dynamics (MD) and Monte Carlo sampling
  • Execute materials workflows for :
  • Crystal optimization
  • Defect formation energies
  • Adsorption energies
  • Reaction pathways (NEB)
  • Phase stability diagrams
  • Surface modeling (slabs)
  • Catalyst descriptors (d-band center, charge transfer etc.)
  • Benchmark performance across classical solvers (VASP, Quantum ESPRESSO, CP2K, GPAW, CASTEP, LAMMPS).

2. Materials Informatics & AI / ML for Materials

  • Build machine learning models for materials property prediction :
  • Graph neural networks (CGCNN, MEGNet, SchNet)
  • E(3)-equivariant networks
  • Transformers for crystalline materials
  • Curate and clean datasets from :
  • Materials Project
  • OQMD
  • NOMAD
  • JARVIS
  • Accelerate materials workflows using ML surrogates for :
  • Energy prediction
  • Bandgap estimation
  • Mechanical / thermal property prediction
  • Catalyst screening
  • Battery & semiconductor material exploration
  • Integrate ML pipelines with classical & quantum simulation workflows.
  • 3. Quantum Computing for Materials Simulation

  • Map materials-related Hamiltonians to qubit representations (JW, BK, Parity mapping).
  • Work with quantum algorithms for materials simulation :
  • VQE for strongly correlated materials
  • qEOM for excited states
  • Quantum phase estimation for band structure
  • Quantum Monte Carlo or QITE for condensed-matter systems
  • Develop and analyze quantum resources (qubits, depth, error budgets) for materials use cases.
  • Prototype material-specific ansätze for QPUs and simulators.
  • 4. Simulation Workflow Engineering

  • Build reproducible workflows in Python for :
  • High-throughput materials screening
  • Automated DFT / MD / PES pipelines
  • Data extraction & post-processing
  • Implement modular tools for :
  • Structure parsing (CIF, POSCAR, XYZ)
  • Geometry builders
  • Visualization (band structure, DOS, phonon spectra, surfaces)
  • Integrate simulation modules into QpiAI’s AI / quantum platform.
  • 5. Research, Experimentation & Documentation

  • Conduct literature surveys on computational materials, materials informatics, and quantum algorithms.
  • Run experiments, compare results, and document scientific insights.
  • Prepare technical reports, presentations, and datasets for internal R&D.
  • Collaborate with QpiAI’s quantum hardware, algorithms, and ML teams.
  • Required Skills

    Technical Skills

  • Strong understanding of materials science, solid-state physics, and computational modelling.
  • Hands-on experience with DFT tools (VASP, QE, CP2K, GPAW, CASTEP) or MD engines (LAMMPS, GROMACS).
  • Python programming for scientific workflows (NumPy, ASE, pymatgen, Matminer).
  • Familiarity with quantum chemistry or many-body methods (HF, MP2, CC, Hubbard models).
  • Understanding of quantum computing concepts (Hamiltonians, ansätze, variational algorithms).
  • Exposure to ML frameworks (PyTorch, TensorFlow) and materials ML libraries (Matminer, CGCNN).
  • Domain Knowledge

  • Crystal structures, defects, band theory, PES, phonons, surfaces / interfaces.
  • Battery / materials for energy applications (bonus).
  • Catalysts, semiconductors, superconductors (bonus).
  • Soft Skills

  • Strong scientific thinking and analytical skills.
  • Ability to write clean, reproducible code and maintain careful documentation.
  • Passion for materials innovation using AI and quantum technologies.
  • Preferred Qualifications

  • Pursuing M.Tech / M.Sc / PhD in Materials Science, Physics, Chemistry, Chemical Engineering, Nanotechnology, Quantum Computing, or related fields.
  • Prior projects in materials simulation, computational chemistry, or ML-based materials discovery.
  • Experience with high-performance computing environments.
  • Publications or strong project portfolio.
  • Create a job alert for this search

    Design Intern • Bengaluru, Republic Of India, IN

    Related jobs
    Product Intern – Product Design & Product Management | Global AI-Powered Tech Talent Platform

    Product Intern – Product Design & Product Management | Global AI-Powered Tech Talent Platform

    SkillsCapital • Bangalore, IN
    Are you excited about building great products that solve real user problems? Want to work at the intersection of product design, user workflows, and business strategy — inside a fast-scaling AI-pow...Show more
    Last updated: 30+ days ago • Promoted
    GTM Intern

    GTM Intern

    TailorTalk • Bengaluru, IN
    GTM Accelerator Intern @ TailorTalk.Ready to launch an AI startup into orbit? 🚀.We're a lean, high-energy team, and we need a. You'll be the engine that fuels our initial growth, working directly w...Show more
    Last updated: 1 day ago • Promoted
    Multimodal AI Intern

    Multimodal AI Intern

    Sony Research India • Bengaluru, Karnataka, India
    Sony Research India is driving cutting-edge research and development in various locations around the globe, including laboratories in Japan, the United States, Europe, and Asia.We endeavor to creat...Show more
    Last updated: 30+ days ago • Promoted
    Materials Simulation Research Intern

    Materials Simulation Research Intern

    QpiAI • Bengaluru, Republic Of India, IN
    As a Computational Materials Discovery Intern, you will work at the intersection of materials science, computational physics, quantum chemistry, quantum computing, and AI / ML.You will contribute to ...Show more
    Last updated: 3 days ago • Promoted
    Design Internship

    Design Internship

    Aramya • Bengaluru, Karnataka, India
    Our vision is to build some of the world’s most loved fashion and lifestyle brands — and enable people to express themselves. With a fast-moving team driven by creativity, technology, and customer o...Show more
    Last updated: 5 days ago • Promoted
    Digital Media Design Intern

    Digital Media Design Intern

    SmartQ • Bengaluru, Republic Of India, IN
    We are a leading B2B Food-Tech company built on 4 pillars-great people, great food, great experience, and greater good.Solving complex business problems with our heart and analyzing possible soluti...Show more
    Last updated: 30+ days ago • Promoted
    AI-Accelerated Molecular Modeling Intern

    AI-Accelerated Molecular Modeling Intern

    QpiAI • Bengaluru, Republic Of India, IN
    As a Quantum Chemistry Intern, you will work at the intersection of quantum chemistry, computational chemistry, quantum computing, and AI / ML to accelerate molecular modelling, drug discovery, and m...Show more
    Last updated: 3 days ago • Promoted
    Multimodal Ai Intern

    Multimodal Ai Intern

    Sony Research India • Bengaluru, Republic Of India, IN
    Sony Research India is driving cutting-edge research and development in various locations around the globe, including laboratories in Japan, the United States, Europe, and Asia.We endeavor to creat...Show more
    Last updated: 30+ days ago • Promoted
    Computational Materials Discovery Intern

    Computational Materials Discovery Intern

    QpiAI • Bengaluru, India
    As a Computational Materials Discovery Intern, you will work at the intersection of materials science, computational physics, quantum chemistry, quantum computing, and AI / ML.You will contribute to ...Show more
    Last updated: 2 days ago • Promoted
    AI & ML Intern

    AI & ML Intern

    HEProAI • Bangalore, IN
    AI and Machine Learning Intern.This role offers hands-on experience with machine learning models, data pre-processing, algorithm development, and Python programming in a real-world business environ...Show more
    Last updated: 5 days ago • Promoted
    Quantum Materials Intern

    Quantum Materials Intern

    QpiAI • Bengaluru, Republic Of India, IN
    As a Computational Materials Discovery Intern, you will work at the intersection of materials science, computational physics, quantum chemistry, quantum computing, and AI / ML.You will contribute to ...Show more
    Last updated: 3 days ago • Promoted
    Quantum Molecular Simulation Intern

    Quantum Molecular Simulation Intern

    QpiAI • Bengaluru, Republic Of India, IN
    As a Quantum Chemistry Intern, you will work at the intersection of quantum chemistry, computational chemistry, quantum computing, and AI / ML to accelerate molecular modelling, drug discovery, and m...Show more
    Last updated: 3 days ago • Promoted
    Spatial Design Internship

    Spatial Design Internship

    Aramya • Bengaluru, Republic Of India, IN
    Our vision is to build some of the world’s most loved fashion and lifestyle brands — and enable people to express themselves. With a fast-moving team driven by creativity, technology, and customer o...Show more
    Last updated: 5 days ago • Promoted
    Mechatronics Research Intern

    Mechatronics Research Intern

    GiftdMinds • Bengaluru, Republic Of India, IN
    R&D Internship (3-6 months) - Full Time, Onsite (Bangalore).Fresh ECE / Mechatronics Graduates (Full Time) OR 6th / 8th Semester Undergrad Engineering Students. Must Have Practical Hands-on Skills.M...Show more
    Last updated: 2 days ago • Promoted
    Manufacturing Engineering Intern

    Manufacturing Engineering Intern

    Morphle • Bengaluru, Karnataka, India
    Morphle Labs is a YC-funded startup by IIT alumni building Medical Devices for cancer diagnostics.We are a team of 50+ highly energetic folks based out of Bangalore. We have achieved high revenue gr...Show more
    Last updated: 30+ days ago • Promoted
    Applied AI / ML Intern

    Applied AI / ML Intern

    Wundrsight Health • Bengaluru, Republic Of India, IN
    Software Engineering Intern — AI / ML.Bangalore | 3–6 Months | Full-Time Conversion Possible).Wundrsight Health is building the next generation of AI-powered digital health and rehabilitation technol...Show more
    Last updated: 2 days ago • Promoted
    Tech Intern

    Tech Intern

    Rapidmate • Bengaluru, IN
    Join an Innovative Logistics Platform – Tech Interns Opportunity!.We are a fast-growing company specializing in logistics and delivery solutions for businesses across various sectors.With the launc...Show more
    Last updated: 22 hours ago • Promoted • New!
    Visual Design Intern

    Visual Design Intern

    SmartQ • Bengaluru, Republic Of India, IN
    We are a leading B2B Food-Tech company built on 4 pillars-great people, great food, great experience, and greater good.Solving complex business problems with our heart and analyzing possible soluti...Show more
    Last updated: 30+ days ago • Promoted