Jobs
>
Pittsburgh

    Multimodal Machine Learning Research Intern - Pittsburgh, United States - Bosch USA

    Bosch USA
    Bosch USA Pittsburgh, United States

    4 weeks ago

    Bosch USA background
    Description

    **Company Description**

    The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is a part of the global Bosch Group ), a company with over 70 billion euro revenue, 400,000 employees worldwide, a very diverse product portfolio, and a history spanning over 125 years. The Research and Technology Center North America (RTC-NA) provides technologies and system solutions for various Bosch business fields, primarily in the field of artificial intelligence (for example, human-assisted AI, natural language processing, robotics, 3D perception, and AI platform), energy technologies, internet technologies, circuit design, semiconductors and wireless, as well as advanced MEMS design.

    **Job Description**

    The Robot Learning Lab at the Bosch Research office in Pittsburgh invites an enthusiastic and knowledgeable research intern for investigations at the intersection of Robotics, Embodied AI, Multimodal Machine Learning, and Natural Language Processing. Aligned with impactful business use-cases and important academic collaborations, we develop algorithms towards several simulated and real-world robotics tasks, e.g., interactive object perception in tabletop manipulation settings, open-vocabulary mobile manipulation, and instruction-following for semantics-aware robot navigation. Ultimately, we wish to deploy these algorithms in real-world industrial scenarios while providing significant contribution to the scientific community. Together with various internal industrial colleagues and several academic collaborators, particularly from the Robotics Institute and Language Technologies Institute at Carnegie Mellon University, we have made several key developments that we expect the intern to leverage and extend.

    We expect the intern to display independence and maturity as a researcher. The intern is expected to design, implement, and evaluate our methodology, according to the best practices of the field and inspired by, e.g., their previous research experience, new insights they glean from related literature, collaborative team discussions, and in-depth discussions with the supervisor(s). To be successful, the intern must understand and have experience in dealing with relevant challenges in representation learning and robotics research, such as: (i) leveraging foundation models for robot decision-making and control, (ii) determining regularization strategies and self-supervisory tasks for efficiently learning effective multimodal representations, (iii) pursuing model robustness and generalizability to distribution shifts (e.g., unseen task-execution settings, simulation-to-real gap, policy transfer across different robot morphologies), (iv) dealing with the practicalities related to implementing neural policies (e.g., optimisation tricks, multi-machine/multi-GPU training), (v) conducting model performance characterization + error analysis (determining informative ablations and baselines, visualizing and interpreting trajectories, visualizing and inspecting learned representations, identifying dataset biases), etc.

    Finally, the intern will be expected to contribute to the preparation of industrial patents and to work with teammates to publish a high-quality research paper in a major conference venue.

    **Qualifications**

    Strong background in machine learning, with particular emphasis on multimodality and/or representation learning

    Strong background in Robotics or Embodied Artificial Intelligence

    Extensive experience in from-scratch neural model implementation, e.g., using PyTorch

    Extensive experience with data analytics toolkits, such as numpy, pandas, and scikit-learn

    Extensive experience in implementing, training/fine-tuning, and evaluating the performance of CV models, NLP models, policies, etc.

    Extensive experience in software development in Python on Linux-based systems

    Extensive experience in training neural models on multi-machine or multi-GPU setups

    Extensive publication history in top conference venues; is a mature researcher

    (Preferred) Experience in leveraging Large Language Models, Vision-Language Models, and/or foundation models that are grounded with other modalities (e.g., audio, haptics, etc.)

    (Preferred) Strong theoretical background in AI/ML/Robotics topics, e.g., representation learning, transfer learning, reinforcement learning, learning from demonstrations, safe learning, etc.

    Other Requirements

    Your degree level: pursuing doctoral degree, or current post-doctoral researcher

    Your major: Computer Science, Electrical & Computer Engineering, Statistics, or related

    **Additional Information**

    The U.S. base salary range for this intern position is $30.00-$58.00 hourly. Within the range, individual pay is determined based on several factors, including, but not limited to, type of degree, work experience and job knowledge, complexity of the role, type of position, job location, etc. Your Hiring Manager can share more details about the specific salary range for this position during the interview process.

    By choice, we are committed to a diverse workforce - EOE/Protected Veteran/Disabled.

    BOSCH is a proud supporter of STEM (Science, Technology, Engineering & Mathematics)

    + FIRST Robotics (For Inspiration and Recognition of Science and Technology)

    + AWIM (A World in Motion)

  • Carnegie Mellon University

    Machine Learning Research Intern

    3 weeks ago

    Carnegie Mellon University Pittsburgh, United States

    Pittsburgh Supercomputing Center is a joint computational research center with Carnegie Mellon University and the University of Pittsburgh. Established in 1986, PSC is supported by several federal agencies, the Commonwealth of Pennsylvania and private industry. · PSC provides un ...

  • Bosch

    Audio AI Deep Learning Research Intern

    1 week ago

    Bosch Pittsburgh, United States Intern

    Job Description · Develop state-of-the-art Audio AI solutions using combination of classical signal processing and machine/deep learning-based approaches. · Research and develop solutions for audio foundation models, audio reasoning, generative audio, explainable audio AI, few-sh ...

  • Forms+Surfaces

    AI Research and Integration Intern

    4 days ago

    Forms+Surfaces Glenshaw, United States

    At Forms+Surfaces, we are committed to pushing the boundaries of innovation in the architectural and design materials industry. Our focus on sustainability, precision, and cutting-edge technology drives us to constantly evolve and improve our product offerings. We are seeking a p ...

  • Bosch Group Inc

    Audio AI Deep Learning Research Intern

    3 weeks ago

    Bosch Group Inc Pittsburgh, United States

    Company Description · The Bosch Research and Technology Center North America with offices in Sunnyvale, California, Pittsburgh, Pennsylvania and Cambridge, Massachusetts is a part of the global Bosch Group ), a company with over 70 billion euro revenue, 400,000 employees worldwi ...

  • Forms+Surfaces Inc

    AI Research and Integration Intern

    1 week ago

    Forms+Surfaces Inc Glenshaw, United States

    Job Description · Job DescriptionAt Forms+Surfaces, we are committed to pushing the boundaries of innovation in the architectural and design materials industry. Our focus on sustainability, precision, and cutting-edge technology drives us to constantly evolve and improve our prod ...

  • Leidos

    Wireless Sensor Scientist

    2 weeks ago

    Leidos West Homestead, United States

    Description · Looking for an opportunity to make an impact? · The Leidos Research Support Team supporting the National Energy Technology Laboratory (NETL) is seeking a Wireless Sensor Scientist with a focus in Surface Acoustic Wave devices to join our team in Pittsburgh, PA. Thi ...

  • UPMC Life Changing Medicine

    Manager, Basic Science Research

    3 weeks ago

    UPMC Life Changing Medicine Pittsburgh, United States Full time

    This position is in the laboratory of Jill Glausier, PhD, which is part of the Translational Neuroscience Program in the Department of Psychiatry, University of Pittsburgh School of Medicine and UPMC Western Psychiatric Hospital. The lab's team conducts research to increase our u ...

  • RAND

    Research Finance Administrator I

    1 week ago

    RAND Pittsburgh, United States Full time

    Job Type: · Regular Research Finance Administrator · RAND is looking for a Research Finance Administrator I to manage daily financial activities in the Health Care research division. This may include research project and overhead budgeting, tracking, and monitoring division f ...

  • Leidos

    Senior Energy Engineer

    3 weeks ago

    Leidos Pittsburgh, United States

    Description · The Leidos Health & Civil Sector is seeking a Senior Energy Engineer for its role on the Strategic Analysis (SA) contract supporting the U.S. Department of Energy's (DOE) National Energy Technology Laboratory (NETL). NETL is a multi-disciplinary, scientific, and te ...

  • RAND

    Research Operations Administrator I

    1 week ago

    RAND Pittsburgh, United States Full time

    Job Type: · Regular The Homeland Security Research Division (HSRD) is seeking a Research Operations Administrator (ROA) who will serve in the division Associate Quality Assurance Coordinator role and be responsible for executing a wide variety of detail-oriented activities with ...

  • Thermo Fisher Scientific

    International Tax Manager

    3 weeks ago

    Thermo Fisher Scientific Pittsburgh, United States

    Job DescriptionPosition Summary:The International Tax Manager is primarily responsible for the preparation, processing, and review of the international components of Thermo Fisher's federal income tax compliance. In this position, the International Tax Manager will coordinate all ...

  • Carnegie Mellon University

    Research Associate- Robotics Institute

    1 week ago

    Carnegie Mellon University Pittsburgh, United States Part time

    The Robotics Institute at Carnegie Mellon University was established in 1979 to conduct basic and applied research in robotics technologies relevant to industrial and societal tasks. Seeking to combine the practical and the theoretical, we have diversified efforts and approaches ...

  • Fox Rothschild

    Competitive Intelligence Analyst

    3 days ago

    Fox Rothschild Pittsburgh, United States Full time

    As a member of the Knowledge Management (KM) Department, the Competitive Intelligence Analyst will research the firm's clients, prospects, key industries, law firm competitors and potential markets to help drive the firm's business expansion, delivering research and analysis in s ...

  • Dollar Bank

    Digital Product Strategic Analyst

    2 weeks ago

    Dollar Bank Arsenal, United States

    Dollar Bank, Pittsburgh's oldest financial institution, is hiring for a Digital Product Analyst. We are seeking a creative and innovative individual to join our "change the Bank" team. In this role, you will be instrumental in driving innovation and differentiation within our dig ...

  • Carnegie Mellon University

    Postdoctoral Research Associate

    1 week ago

    Carnegie Mellon University Pittsburgh, United States Full time

    The Department of Electrical and Computer Engineering ranks among the best in the country. Our research programs are at the forefront of the technologies that have changed the world we live in. Our interdisciplinary approach to education and research allows faculty and student ac ...

  • University of Pittsburgh

    Clinical Research Coordinator

    3 weeks ago

    University of Pittsburgh Pittsburgh, United States Full time regular

    Med-Critical Care Medicine-Pennsylvania-Pittsburgh-( The University of Pittsburgh, Multidisciplinary Acute Care Research Organization (MACRO), is currently recruiting a Clinical Research Coordinator. The successful candidate will work closely with the Principal Investigator, stud ...

  • Carnegie Mellon University

    Summer Intern

    3 weeks ago

    Carnegie Mellon University Pittsburgh, United States Full time

    Carnegie Mellon University CyLab brings together experts from a variety of disciplines across the university to collaborate on cutting-edge research and educate the next generation of security and privacy professionals. Everything we do is fueled by our passion to create a world ...

  • Carnegie Mellon University

    Development Associate

    1 week ago

    Carnegie Mellon University Pittsburgh, United States Full time

    Carnegie Mellon University's School of Computer Science (SCS) is renowned for its pioneering research, innovative teaching, and influential contributions to the field of computing. It offers top-ranked programs in areas such as artificial intelligence, robotics, and software engi ...

  • BDO

    Tax Manager, Partnership

    3 weeks ago

    BDO Pittsburgh, United States Full time

    Job Summary: · The Partnership Manager, Tax is responsible for providing tax and consulting services to our Pass-Through clients. · Job Duties: · Performs tax planning, preparation and research for Pass-Through business, manages client engagements, supervises and reviews work o ...

  • University of Pittsburgh

    Clinical Research Nurse Coordinator

    1 week ago

    University of Pittsburgh Pittsburgh, United States Full time regular

    Med-Pediatrics-Pennsylvania-Pittsburgh-( This position is for the Division of General Academic Pediatrics (GAP) within the Department of Pediatrics. Some travel to satellite sites may occur. If not utilizing public transportation, a valid driver's license is required. It is the e ...