Microsoft · 14 hours ago
Research Intern - Human Intelligence
Microsoft is a leading technology company that offers dynamic research internships in a range of scientific and technical disciplines. The Research Intern in the Human Intelligence team will work on advancing multimodal face normalization and RGB+NIR recognition for secure sign-in experiences, collaborating with top researchers to contribute to innovative solutions.
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Responsibilities
Research Interns put inquiry and theory into practice
Research & prototype methods in areas such as:
Unified face normalization across modalities (e.g., RGB↔NIR), with joint prototype + feature learning and cross-modal alignment
Multimodal face recognition (fusion across RGB, NIR, depth/IR, audio cues where appropriate), with robustness/fairness under distribution shift
Large Language Models-aided face verification: explore Vision Language Models (VLM)/Large Language Models (LLM) pipelines that (i) use visual context in the photo (attributes, scene cues, spatiotemporal hints) to assist verification; (ii) provide interpretable rationales; and (iii) improve failure detection and human-in-the-loop triage
Efficiency & reliability: distillation/quantization/pruning, lightweight encoders/normalizers, calibration and uncertainty, liveness/antispoof integration
Evaluate thoroughly: define datasets and protocols; run ablations and benchmarks (ROC, EER, TPR@FAR, latency/memory, fairness/robustness)
Production immersion: learn Windows Hello-style pipelines (signals, constraints, on-device considerations) to align research with deployment
Publish: communicate results via talks, internal tech reports, and submissions to top venues
Qualification
Required
Currently enrolled in a Master's or Ph.D. program in CS, EE, Applied Math, or related field with a focus in vision/graphics/ML
Research Interns are expected to be physically located in their manager's Microsoft worksite location for the duration of their internship
You'll need to submit a minimum of two reference letters for this position as well as a cover letter and any relevant work or research samples
Preferred
Publications in CVPR/ICCV/ECCV/NeurIPS/ICLR/ICML/SIGGRAPH or related journals
Experience in face recognition/verification, multimodal learning/fusion, metric learning, representation or generative modeling
Depth in multimodal normalization (pre-FR normalizers, prototype learning) and RGB↔NIR FR
Experience with VLMs/LLMs (prompting, fine-tuning, tool-use) for visual reasoning, explainability, or safety
Scalable training (DDP/multi-node), dataset curation, reproducible MLOps; familiarity with liveness/FAS and fairness/robustness evaluation
Proficient PyTorch/JAX background; ability to implement/reproduce SOTA
Company
Microsoft
Microsoft is a software corporation that develops, manufactures, licenses, supports, and sells a range of software products and services.
H1B Sponsorship
Microsoft has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (9192)
2024 (9343)
2023 (7677)
2022 (11403)
2021 (7210)
2020 (7852)
Funding
Current Stage
Public CompanyTotal Funding
$1MKey Investors
Technology Venture Investors
2022-12-09Post Ipo Equity
1986-03-13IPO
1981-09-01Series Unknown· $1M
Leadership Team
Recent News
2026-01-14
2026-01-14
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