Talent.com
Quantum Molecular Simulation Intern
Quantum Molecular Simulation InternQpiAI • Bengaluru, Republic Of India, IN
Quantum Molecular Simulation Intern

Quantum Molecular Simulation Intern

QpiAI • Bengaluru, Republic Of India, IN
1 day ago
Job description

Position Summary

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 materials simulation workflows on next-generation quantum and hybrid quantum-classical platforms built at QpiAI. You will contribute to R&D, algorithm development, benchmark creation, workflow automation, and integration of chemistry engines into the QpiAI quantum stack (classical + quantum).

Key Responsibilities

1. Quantum & Computational Chemistry

  • Build, simulate, and analyze molecular systems using ab-initio, DFT, semi-empirical, and post-HF methods.
  • Prepare & run workflows for tasks such as :
  • Geometry optimization
  • Frequency calculations
  • Single-point energies
  • Conformer search
  • PES scans (bond, angle, torsion, R-PES)
  • Interaction energies
  • Benchmark chemical properties across classical software (PySCF, ORCA, Psi4, NWChem, CP2K).
  • Assist in developing molecular datasets and automated pipelines for high-throughput computational studies.
  • Work in the domain of embedding, projection based methodologies, QM / MM and their transferability to Quantum computing domain.
  • Work on advanced methodologies, including :
  • Embedding and projection-based techniques
  • QM / MM (Quantum Mechanics / Molecular Mechanics) approaches
  • Investigate the transferability and application of these advanced methodologies to the domain of Quantum Computing.

2. Quantum Computing for Chemistry

  • Convert molecular Hamiltonians into qubit representations using Jordan-Wigner, Bravyi-Kitaev, Parity mapping, and others.
  • Work on algorithms such as VQE, QITE, QPE, SQD and hybrid variational solvers.
  • Build circuits and ansätze that run efficiently on QPUs and simulators.
  • Perform quantum resource estimation (qubit count, depth, error budgets).
  • Explore quantum-inspired chemical simulation (tensor networks, low-rank factorizations, and others).
  • 3. AI / ML for Chemical Modelling

  • Build ML models for chemical property prediction (GNNs, equivariant networks, transformers for molecules).
  • Work on AI-accelerated tasks such as :
  • Geometry optimization with ML surrogates
  • ML-based PES generation
  • ADMET & physicochemical property prediction
  • Reaction prediction & retrosynthesis models.
  • Integrate ML models with classical + quantum workflows for hybrid solver stacks.
  • Assist in developing machine learning potentials (MLPs) trained on DFT / CC-level data;
  • work includes dataset generation, feature engineering, and model validation. Some ideas about delta - ML will be a plus.

  • Contribute to simulation and data preparation for quantum machine learning (QML) models.
  • 4. Software Development & Integration

  • Develop clean, reusable Python code for molecular workflows and solver pipelines.
  • Integrate computational modules with QpiAI’s software stack.
  • Implement modular APIs for molecule input, visualization, simulation, and post-processing.
  • Experience in running molecular simulations in a high-performance computing environment, version control with Git
  • Contribute to documentation, notebooks, examples, and internal demos.
  • 5 . Research, Experimentation & Reporting

  • Conduct literature review on quantum chemistry algorithms, quantum ML, and hybrid workflows.
  • Run experiments, record results, and compare classical vs quantum vs ML performance.
  • Prepare internal reports, technical notes, and presentation material for R&D discussions.
  • Participate in weekly reviews with quantum hardware, algorithms, and AI teams.
  • Required Skills

    Technical Skills

  • Strong understanding of quantum chemistry (HF, DFT, MP2, CC, PES, orbital theory).
  • Experience with computational chemistry tools (PySCF, ORCA, NWChem, Psi4).
  • Strong Python programming with scientific and cheminformatics libraries (NumPy, SciPy, ASE, RDKit).
  • Familiarity with quantum computing frameworks.
  • Knowledge of ML frameworks (PyTorch / TensorFlow / JAX).
  • Understanding of variational algorithms, quantum Hamiltonians, operator mappings.
  • Domain Knowledge

  • Molecular structure, conformers, basis sets, integrals, spin multiplicity.
  • Reaction chemistry or drug discovery workflows (bonus).
  • Materials properties, band structures, or solid-state methods (bonus).
  • Soft Skills

  • Strong analytical mindset and problem-solving capability.
  • Ability to work in a fast-paced, research-oriented environment.
  • Excellent communication and documentation discipline.
  • Preferred Qualifications

  • Pursuing M.Tech / M.Sc / PhD in Chemistry, Chemical Engineering, Physics, Quantum Computing, or related fields.
  • Prior internships or projects in computational chemistry or quantum algorithms.
  • Publications or preprints in computational chemistry, quantum ML, or quantum algorithms.
  • Hands-on experience with molecular simulation datasets or ML chemical models.
  • Create a job alert for this search

    Intern • Bengaluru, Republic Of India, IN

    Related jobs
    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: 1 day ago • Promoted
    AI-Accelerated Materials Design Intern

    AI-Accelerated Materials Design 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: 1 day ago • Promoted
    Causal Inference - Intern

    Causal Inference - 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
    Causal Inference Research Intern

    Causal Inference Research 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
    Modeling and Simulation Intern

    Modeling and Simulation Intern

    Confidential • Bengaluru / Bangalore, India
    Ability to develop Systems models and simulation products for Airbus internal and external customers.Specify considering the following factors : Safety, Quality, Systems Performance, Cost, Environme...Show more
    Last updated: 21 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: 1 day 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
    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: 1 day ago • Promoted
    Multimodal Machine Learning Intern

    Multimodal Machine Learning 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
    Engineering Internship (Simulation & Modelling)

    Engineering Internship (Simulation & Modelling)

    Confidential • Bengaluru / Bangalore, India
    We are seeking a highly motivated and detail-oriented Engineering Intern for a 6-month project focused on our core in-house simulation models. This is a unique opportunity to conduct a deep dive int...Show more
    Last updated: 4 days ago • Promoted
    Computational Materials Discovery Intern

    Computational Materials Discovery Intern

    QpiAI • Bengaluru, Karnataka, 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: 1 day ago • Promoted
    Quantitative Trading Intern

    Quantitative Trading Intern

    GoQuant • Bangalore, IN
    Quantitative Trading Intern (Paid Internship) - GoQuant Technologies Inc.GoQuant develops solutions that make life easier and more profitable for digital asset traders and researchers.We do so prim...Show more
    Last updated: 30+ days ago • Promoted
    Intern - Industrial Flow Simulation

    Intern - Industrial Flow Simulation

    Confidential • Bengaluru / Bangalore, India
    Intern - Industrial Flow Simulation.As an Intern, you will embark on a 6-month project to study, profile, analyze and improve the speed, memory usage and overall efficiency of our existing software...Show more
    Last updated: 4 days ago • Promoted
    Quantum Chemistry Intern

    Quantum Chemistry Intern

    QpiAI • Bengaluru, Karnataka, India
    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: 1 day ago • Promoted
    Proctoring Intern

    Proctoring Intern

    Newton School of Technology • Bengaluru, Karnataka, India
    We are looking for a proactive and detail-oriented Proctoring Intern to join our team.The primary responsibility of this role is to assist in maintaining the integrity of our contests and examinati...Show more
    Last updated: 7 days ago • Promoted
    Intern - Modelling & Simulation Systems Engineering

    Intern - Modelling & Simulation Systems Engineering

    Confidential • Bengaluru / Bangalore, India
    This job requires an awareness of any potential compliance risks and a commitment to act with integrity, as the foundation for the Company's success, reputation and sustainable growth.By submitting...Show more
    Last updated: 6 days ago • Promoted
    Advanced Numerical Simulations Intern

    Advanced Numerical Simulations Intern

    Confidential • Bengaluru / Bangalore, India
    An internship opportunity titled : 'Development of composite elastomer material characterization' has just opened at Airbus India located in Bangalore. You will join the Structures department - Adva...Show more
    Last updated: 5 days ago • Promoted
    Multimodal AI Intern

    Multimodal AI Intern

    Sony Research India • Bengaluru, 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