Talent.com
Causal Inference - Intern

Causal Inference - Intern

Sony Research IndiaKarnataka, India
4 days ago
Job description

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 create new technology, products, and services while sustaining Sony Group’s diverse businesses in electronics, entertainment, and financial fields. For our research centre to blaze a trail in the latest technologies, we seek to foster the growth of a diverse pool of research and engineering talent and create a technology talent bank to drive research excellence worldwide. Sony Research India is offering outstanding career opportunities around frontline technologies such as AI and data analytics.

Job Purpose :

We are seeking a highly motivated PhD candidate (preferably in their 3rd or 4th year) with a strong background in causal inference and an interest in causal reasoning. This is a full-time, remote internship where you will contribute to cutting-edge research in causal inference and its applications in LLMs.

Key Responsibilities :

  • Conduct research on causal reasoning, leveraging potential outcomes or structural causal models.
  • Implement and experiment with causal inference methodologies in Python and PyTorch.
  • Work with causal inference libraries to develop and validate models.
  • Apply causal reasoning techniques to enhance LLM interpretability and robustness.
  • Collaborate with researchers to explore novel applications of causal inference in language models.
  • Present findings through reports and discussions with the team.

Work Location :

Remote - Work from Home

Duration of the paid internship :

The paid internship will be for six months starting third week of October 2025.

The working hours are from 9 : 00 to 18 : 00 (Monday to Friday) full-time.

Essential Education :

Preferred Ph.D. candidate for this internship with thesis aligned towards causal inference or data science topics. We also welcome candidates with Bachelors and Master Degree who have sufficient project / prior internship work experience in Causal area.

Skills required : Essential Skills :

  • Strong understanding of mathematical foundations in causal inference, including potential outcomes and structural causal models.
  • Knowledge of large language models (LLMs) and their underlying architectures.
  • Proficiency in Python, PyTorch and HuggingFace.
  • Experience working with causal inference libraries.
  • Ability to work independently and dedicate full-time effort. .
  • Good to have Skills :

  • Prior research experience in causal reasoning applied to machine learning or LLMs.
  • Having experience in publishing at top-tier conferences or workshops such as NeurIPS, ICML, AAAI, KDD etc.
  • Strong analytical and problem-solving skills.
  • Our Values :

    Dreams & Curiosity : Pioneer the future with dreams and curiosity.

    Diversity : Pursue the creation of the very best by harnessing diversity and varying viewpoints.

    Integrity & Sincerity : Earn the trust for Sony brand through ethical and responsible conduct.

    Sustainability : Fulfil our stakeholder responsibilities through disciplined business practices.

    Sony Research India is committed to equal opportunity in all its employment practices, policies and procedures and to ensuring that no worker or potential worker will receive less favourable treatment due to any characteristic protected under applicable local laws.

    Create a job alert for this search

    Intern • Karnataka, India

    Related jobs
    • Promoted
    MBA Intern

    MBA Intern

    AmpleKarnataka, India
    We’re looking for an enthusiastic.The intern will get hands-on experience working on key.SMB business proposition and execution. This is a fantastic opportunity to gain exposure to strategic retail ...Show moreLast updated: 4 days ago
    • Promoted
    Intern - Research (Growth / Sales)

    Intern - Research (Growth / Sales)

    greytHRKarnataka, India
    HR is a leading HR & Payroll software company, enabling businesses to simplify and automate their HR processes.With innovation at the core, we empower organizations to manage their workforce more e...Show moreLast updated: 4 days ago
    • Promoted
    AI Automation & Analytics Intern

    AI Automation & Analytics Intern

    JoveoKarnataka, India
    We’re looking for an AI Intern to help design and implement practical AI workflows that automate business processes and improve analytics. You’ll evaluate AI tools, build prototypes, connect APIs, a...Show moreLast updated: 4 days ago
    • Promoted
    Capital Markets and Trading Intern

    Capital Markets and Trading Intern

    PipraiserKarnataka, India
    Capital Markets and Trading Intern.Up to ₹30,000 / month (Performance Based).Pre-Placement Offer (PPO) & Letter of Recommendation (LOR). PipRaisers is a research-led proprietary trading and portfolio ...Show moreLast updated: 4 days ago
    • Promoted
    Portfolio Management Intern

    Portfolio Management Intern

    PipraiserKarnataka, India
    Job Title : Portfolio Management Intern.Remote / Hybrid (Bangalore preferred).Letter of Recommendation (LOR) & Pre-Placement Offer (PPO). PipRaisers is a dynamic trading insights and portfolio resear...Show moreLast updated: 1 day ago
    • Promoted
    Product Support Intern

    Product Support Intern

    ConvinKarnataka, India
    You will work closely with our Customer Support team and gain hands-on experience in assisting our users.Responding to Customer Inquiries : . Address customer inquiries and concerns through various ch...Show moreLast updated: 4 days ago
    • Promoted
    Tech Talent Scout (Intern) — Antropi Robotics

    Tech Talent Scout (Intern) — Antropi Robotics

    Antropi RoboticsKarnataka, India
    At Antropi, we’re building autonomous CNC automation — robotic arms on a gantry, powered by AI vision, to handle machines with minimal human input. We’re a young, fast-moving startup shaping the fut...Show moreLast updated: 3 days ago
    • Promoted
    BackEnd Intern

    BackEnd Intern

    JoveoKarnataka, India
    As the global leader in AI-powered, high-performance recruitment marketing, Joveo is transforming talent attraction and recruitment media buying for the world’s largest employers, staffing firms, R...Show moreLast updated: 4 days ago
    • Promoted
    Product Management Intern

    Product Management Intern

    TriomicsKarnataka, India
    Triomics is a leading healthcare technology company specializing in clinical trials.We accelerate research, streamline clinical trials with seamless EHR-to-EDC integration, and empower healthcare p...Show moreLast updated: 4 days ago
    • Promoted
    Multimodal AI Intern

    Multimodal AI Intern

    Sony Research IndiaKarnataka, 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 moreLast updated: 4 days ago
    • Promoted
    Customer Success Intern

    Customer Success Intern

    JoveoKarnataka, India
    As the global leader in AI-powered, high-performance recruitment marketing, Joveo is transforming talent attraction and recruitment media buying for the world’s largest employers, staffing firms, R...Show moreLast updated: 4 days ago
    • Promoted
    Fashion Intern

    Fashion Intern

    Landmark GroupKarnataka, India
    We’re Hiring : AI Image Specialist (Prompting for Image & Video Generation).Are you passionate about the intersection of. Do you love experimenting with.In this role, you’ll design, test, and optimiz...Show moreLast updated: 4 days ago
    • Promoted
    Inside Sales Intern

    Inside Sales Intern

    Corizo Edutech Private LimitedKarnataka, India
    Corizo is a forward-thinking EdTech platform dedicated to helping students transition smoothly from college to career.We offer hands-on internships, professional training programs, career guidance,...Show moreLast updated: 4 days ago
    • Promoted
    Wealth Management Intern

    Wealth Management Intern

    Prosperr.ioKarnataka, India
    As a pioneering fintech SaaS platform, we empower employees to maximize their in-hand salaries and enable businesses to design smarter, compliant, and efficient tax strategies.Through cutting-edge ...Show moreLast updated: 4 days ago
    • Promoted
    Field Research & Operations Intern

    Field Research & Operations Intern

    AtteroKarnataka, India
    Support Metal Mandi’s market intelligence and business development efforts by conducting ground-level and desk-based research on scrap (metal / e-waste) sourcing, aggregator networks, competitive lan...Show moreLast updated: 4 days ago
    • Promoted
    Intern - Presales - Textiles

    Intern - Presales - Textiles

    Plastics For ChangeKarnataka, India
    We are seeking a highly motivated and enthusiastic individual to join our team as a.Pre-Sales and Backend Support Intern. This internship provides a unique opportunity to gain hands-on experience in...Show moreLast updated: 4 days ago
    • Promoted
    Inside Sales (US Shift WFO)

    Inside Sales (US Shift WFO)

    BrightCHAMPSKarnataka, India
    Job Title : Academic Counselor (US Shift).Job location : HSR Layout, Bangalore.A global live-learning edtech platform for kids from 6 to 16 years to learn next-gen. Coding, Financial Literacy, Communi...Show moreLast updated: 4 days ago
    • Promoted
    Customer Success Intern

    Customer Success Intern

    AirlearnKarnataka, India
    Immediate or as per availability.We’re looking for a motivated individual who is eager to.Guide new users through the onboarding process using internal tools and portals to ensure a smooth start to...Show moreLast updated: 4 days ago