Research Intern

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Artificiell intelligens · Maskininlärning

I korthet

Microsoft Research is seeking a PhD-level Research Intern for a project focused on situated interaction, social computing, ubiquitous computing, and human-centered AI. The internship involves multimodal sensing, signal processing, and real-time interaction, with opportunities to prototype systems, conduct user studies, and develop ML models using generative AI.

Ansvarsområden

Design and implement research prototypes for real-time situated and adaptive interaction.
Explore the use of the latest generative AI techniques related to interpreting multimodal interaction, conversation, and behavioral signals.
Conduct user studies and analyze multimodal data.
Contribute to publications and share findings with the research community.
Collaborate with IMF researchers to prototype systems, run user studies, develop machine learning models, and explore technical capabilities of generative AI for human-AI interaction.
Present findings and contribute to the research community.

Krav

Currently enrolled in a Doctorate degree program in Human-Computer Interaction (HCI), Human-Robot Interaction (HRI), Computer Science, Cognitive Science, Robotics, Electrical Engineering, Psychology, or related STEM field.
2+ years of research experience using human-centered approaches in HCI, HRI, Machine Learning (ML), Computer Vision (CV), Ubiquitous Computing, or Affective Computing.
Experience writing peer-reviewed publications.
Experience with generative AI techniques, ML frameworks (e.g., PyTorch), and real-time interactive systems.
Proficient collaboration and communication skills.
Conducting human-subjects research.
Experience implementing research prototypes (frontend, backend, or both).
Using human-centered design & research methods.
Familiarity with reinforcement learning or time-series signal processing.
Working with large datasets (e.g., text, vision, physiology, behavioral).
Background in affective computing, behavioral, or physiological sensing.
Experience collecting data with wearable devices.
Hardware prototyping or wearable device experience.
Healthcare/wellbeing experience - e.g., pain assessment and modeling (nociceptive signals, stress/anxiety detection), or collaboration with clinical partners.
Olfaction & gas sensing - e.g., experience with electronic noses, breath analysis, or volatile organic compound sensing.
Demonstrated experience in programming multimodal systems that interact with real human users, e.g., robots or virtual agents, particularly by integrating multiple machine-learned components such as computer vision, speech recognition, dialogue handling, natural language generation, etc.
Demonstrated experience in conducting research outside of a controlled lab environment, e.g., field research, ethnography, in-the-wild studies, etc.
Experience prototyping real-time conversational AI agents using tools such as the OpenAI Realtime API, including function calling, and supporting interactions via text, voice, and other interfaces.
Designed, implemented, and evaluated different personality styles for AI agents, varying factors such as communication style, voice characteristics, and emotional tone to study their impact on user experience, engagement, and trust.
Incorporated multimodal sensory inputs (e.g., text, audio, contextual signals) to enhance interaction quality and make agent responses more adaptive and context aware.
Leveraging the latest in AI techniques to perform sensing in the real world.
Working with multimodal AI models.
Research Interns are expected to be physically located in their manager’s Microsoft worksite location for the duration of their internship.

Önskade kvalifikationer

PhD-level Research Intern to work on a project at the intersection of situated interaction, social computing, ubiquitous computing, and human-centered Artificial Intelligence (AI) systems.
The project will include elements of multimodal sensing (physiology, speech, gaze, gestures, olfaction/gas, etc.), signal processing, and real-time interaction.
Our group’s research spans several sub-areas: Human-centered AI for affective and social computing, and adaptive experiences; Situated interaction between humans and AI systems such as robots deployed in the physical world; Conversational AI Agents that are socially and context aware; Ubiquitous sensing and ambient intelligence with unobtrusive sensing in the real world.
Research Internships at Microsoft provide a dynamic environment for research careers with a network of world-class research labs led by globally-recognized scientists and engineers, who pursue innovation in a range of scientific and technical disciplines to help solve complex challenges in diverse fields, including computing, healthcare, economics, and the environment.
Research Interns learn, collaborate, and network for life.
Research Interns not only advance their own careers, but they also contribute to exciting research and development strides.
During the 12-week internship, Research Interns are paired with mentors and expected to collaborate with other Research Interns and researchers, present findings, and contribute to the vibrant life of the community.
Research internships are available in all areas of research, and are offered year-round, though they typically begin in the summer.

Förmåner

Certain roles may be eligible for benefits and other compensation.

Färdigheter

Machine LearningComputer VisionPyTorchReinforcement LearningTime-series signal processingGenerative AIAI AgentsHCIHRIAffective ComputingUbiquitous ComputingSignal ProcessingHuman-centered AI

#Research#Internship#AI#Machine Learning#Human-Computer Interaction#Multimodal Sensing#Generative AI

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