Senior Machine Learning Research Scientist
3 days ago
At the Software Engineering Institute, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems. We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.
As our government customers adopt AI and machine learning to provide leap-ahead mission capabilities, we
- build real-world, mission-scale AI capabilities through solving practical engineering problems
- discover and define the processes, practices, and tools to support operationalizing AI for robust, secure, scalable, and human-centered mission capabilities
- prepare our customers to be ready for the unique challenges of adopting, deploying, using, and maintaining AI capabilities
- identify and investigate emerging AI and AI-adjacent technologies that are rapidly transforming the technology landscape
As a Senior Machine Learning Research Scientist, you will specialize in conducting adversarial machine learning (AML) research. The Secure AI Lab within the Software Engineering Institute's AI Division focuses on improving the security and robustness of AI systems. As part of the world-class research community at Carnegie Mellon University, the Lab conducts and applies cutting-edge research to protect AI systems from adversaries who aim to manipulate the system to learn, do, or reveal something it isn't supposed to.
The Secure AI Lab consists of machine learning research scientists, machine learning engineers, and software developers who work together to solve problems in the following areas:
- AI/ML Algorithm Attack Research: Study threat models targeting AI/ML algorithms, identify weak points, and design novel ways to subvert AI/ML systems.
- AI/ML Algorithm Defense Research: Create practical mitigations and defenses for observed attacks affecting AI/ML algorithms and evaluate the effectiveness of defensive techniques.
- Applied AML: Advance the state of the art in adversarial machine learning by developing and transitioning capabilities to government sponsors.
Your day-to-day research tasks will include:
- Identifying and investigating emerging AI and AI-adjacent technologies.
- Performing and publishing impactful original research in the field of adversarial machine learning.
- Adapting and applying existing research in the field to solve real-world problems.
- Transitioning and providing guidance on AI capabilities to government sponsors.
Duties:
- Hands-on research: You'll conduct and lead novel research in applied machine learning and artificial intelligence.
- Solution development: You'll work with and lead interdisciplinary teams to turn research results into prototype operational capabilities for government customers and stakeholders.
- Strategy: You'll work with the leadership team and colleagues to plan, develop, and carry out an overall research strategy, and to influence the national research agenda regarding future technology.
- Collaboration: You'll actively participate on teams of software developers, researchers, designers, and technical leads. You'll build relationships and collaborate with researchers, government customers, and other stakeholders to understand challenges, needs, possible solutions, and research directions.
- Mentoring: You'll contribute to improving the overall technical capabilities of the Center by mentoring and teaching others, participating in design (software and otherwise) sessions, and sharing insights and wisdom across the SEI AI Division.
Knowledge and Experience:
- Comprehensive knowledge of machine learning.
- A track record of conducting research and applying scientific methods to solve difficult problems.
- Experience leading research projects in novel areas with limited previous work to build upon.
- Ability to work with leadership to plan, develop, and deliver an overall research strategy.
- Strong written and verbal communication skills; ability to convey complex technical ideas in a layperson's terms.
- Proficiency in writing funding proposals or pitching ideas for new research projects.
- Ample experience with publishing written or technical artifacts showcasing your work.
- Strong collaboration skills for working with colleagues and sponsors.
- Willingness to guide and mentor junior team members.
Requirements:
- A bachelor's degree in computer science, statistics, machine learning, electrical engineering, or related discipline with ten (10) years of experience; OR MS in the same fields with eight (8) years of experience; OR PhD in with five (5) years of experience.
- You will be subject to a background investigation and must be able to obtain and maintain a Department of Defense security clearance.
- Legally authorized to work for Carnegie Mellon University in the United States. CMU will not sponsor or take over sponsorship of an employment visa for this opportunity.
- Willing to travel up to 25% of the time to locations outside of your home location. Travel sites include SEI offices in Pittsburgh and Washington, D.C., sponsor sites, and conferences.
Location: Pittsburgh, PA
Job Function: Software/Applications Development/Engineering
Position Type: Staff - Regular
Full time/Part time: Full time
Pay Basis: Salary
-
Senior Machine Learning Research Scientist
3 days ago
Pittsburgh, Pennsylvania, United States Carnegie Mellon University Full timeResearch Scientist in Machine LearningWe are seeking a highly skilled Research Scientist in Machine Learning to join our team at Carnegie Mellon University. As a Research Scientist, you will conduct and lead novel research in applied machine learning and artificial intelligence.Key Responsibilities:Conduct and lead novel research in applied machine learning...
-
Senior Machine Learning Research Scientist
1 week ago
Pittsburgh, Pennsylvania, United States Carnegie Mellon University Full timeJob SummaryWe are seeking a highly skilled Senior Machine Learning Research Scientist to join our team at Carnegie Mellon University. As a key member of our research team, you will be responsible for conducting and leading novel research in applied machine learning and artificial intelligence.Key ResponsibilitiesConduct and lead research in applied machine...
-
Senior Data Scientist
1 month ago
Pittsburgh, Pennsylvania, United States Innovation Works, Inc. Full timeJob Title: Senior Data ScientistWe are seeking a highly skilled Senior Data Scientist to join our team at Innovation Works, Inc. as we continue to push the boundaries of digital wellness and behavioral health technology.Job Summary:The Senior Data Scientist will be responsible for providing expertise and guidance in machine learning and data science to our...
-
Senior Data Scientist
3 weeks ago
Pittsburgh, Pennsylvania, United States Innovation Works, Inc. Full timeJob Title: Senior Data ScientistWe are seeking a highly skilled Senior Data Scientist to join our team at Innovation Works, Inc. as a key member of our technical team.Job Summary:The Senior Data Scientist will provide expertise and guidance in machine learning and data science, working closely with our team to develop and implement data-driven solutions.Key...
-
Senior Data Scientist
2 weeks ago
Pittsburgh, Pennsylvania, United States Innovation Works, Inc. Full timeJob Title: Senior Data ScientistWe are seeking a highly skilled Senior Data Scientist to join our team at Innovation Works, Inc. This is a unique opportunity to leverage your expertise in machine learning and data science to drive business growth and innovation.Job DescriptionAs a Senior Data Scientist, you will be responsible for providing technical...
-
Machine Learning Engineer
4 days ago
Pittsburgh, Pennsylvania, United States Software Engineering Institute Full timeAt the Software Engineering Institute, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems.We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security. As our government customers...
-
Research Scientist, AI and Machine Learning
4 weeks ago
Pittsburgh, Pennsylvania, United States META Full timeJob Title: Visiting Researcher, Fundamental AI ResearchMeta is seeking a Visiting Researcher to join the Fundamental AI Research (FAIR) team, a research organization focused on advancing the state-of-the-art in AI. The ideal candidate will have a keen interest in producing new science to understand intelligence and technology towards achieving advanced...
-
Senior Research Scientist
2 weeks ago
Pittsburgh, Pennsylvania, United States Software Engineering Institute Full timeJob Title: Senior Research ScientistAt the Software Engineering Institute, we are seeking a highly skilled Senior Research Scientist to join our team of experts in quantum communication, quantum computing, and quantum sensing. As a Senior Research Scientist, you will have the opportunity to participate in cutting-edge research projects and collaborate with...
-
Senior Research Scientist Full-time Position
4 days ago
Pittsburgh, Pennsylvania, United States Software Engineering Institute Full timeAt the Software Engineering Institute, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems.We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government customers adopt...
-
Machine Learning Science Manager
1 week ago
Pittsburgh, Pennsylvania, United States Abridge Full timeJob Title: Machine Learning Science ManagerAbridge is seeking a highly skilled Machine Learning Science Manager to lead and manage a team of research scientists in developing cutting-edge AI solutions for the healthcare industry.The ideal candidate will have a strong background in machine learning, natural language processing, and deep learning, with a...
-
Senior Data Scientist
1 month ago
Pittsburgh, Pennsylvania, United States Innovation Works, Inc. Full timeJob Title: Senior Data ScientistWe are seeking a highly skilled Senior Data Scientist to join our team at Innovation Works, Inc. The ideal candidate will have expertise in machine learning and data science, with a strong background in research and development.Key Responsibilities:Provide technical guidance and oversight in machine learning and data...
-
Machine Learning Software Engineer
5 days ago
Pittsburgh, Pennsylvania, United States Allegheny County Full timeWe are seeking a skilled Machine Learning Software Engineer to join our team at Allegheny County Department of Human Services. As a member of our data science team, you will play a key role in building and extending our model deployment infrastructure.The ideal candidate will have a strong background in Python, software architecture, and abstract design....
-
Pittsburgh, Pennsylvania, United States Apple Full timeJob SummaryWe are seeking a highly skilled AI and Machine Learning Data Scientist to join our team at Apple. As a key member of our Responsible AI and Machine Learning group, you will be responsible for developing and implementing innovative solutions to complex problems in machine learning, particularly focused on Large Language Models (LLMs).Key...
-
Machine Learning Science Manager
1 month ago
Pittsburgh, Pennsylvania, United States Abridge Full timeJob Title: Machine Learning Science ManagerAbridge is seeking a highly skilled Machine Learning Science Manager to lead and manage a team of research scientists in developing cutting-edge AI solutions for the healthcare industry.Job SummaryThe ideal candidate will have a strong background in machine learning, natural language processing, and deep learning,...
-
Senior Data Scientist
2 weeks ago
Pittsburgh, Pennsylvania, United States Innovation Works, Inc. Full timeJob DescriptionBehaivior is a digital wellness company that uses behavioral health technology & wearables for relapse & overdose prevention. We help people stay on track with their recovery process by providing the right intervention at the right time, in real-time, and help care providers better serve clients.Our team is seeking a Senior Data Scientist to...
-
Machine Learning Science Manager
1 month ago
Pittsburgh, Pennsylvania, United States Abridge Full timeJob Title: Machine Learning Science ManagerAbridge is seeking a highly skilled Machine Learning Science Manager to lead and manage a team of research scientists in developing cutting-edge AI solutions for the healthcare industry.Job SummaryThe ideal candidate will have a strong background in machine learning, natural language processing, and deep learning,...
-
Machine Learning Engineer
1 week ago
Pittsburgh, Pennsylvania, United States Software Engineering Institute Full timeJob DescriptionAt the Software Engineering Institute, we conduct research in applied artificial intelligence and the engineering questions related to the practical design and implementation of AI technologies and systems.We currently lead a community-wide movement to mature the discipline of AI Engineering for Defense and National Security.As our government...
-
Multimodal Machine Learning Researcher
1 week ago
Pittsburgh, Pennsylvania, United States Bosch USA Full timeJob DescriptionThe Bosch Research and Technology Center North America is seeking a highly skilled and motivated research intern to join our team in Pittsburgh, Massachusetts. As a research intern, you will be working on cutting-edge projects in multimodal machine learning, robotics, and artificial intelligence.Our team is focused on developing algorithms for...
-
Multimodal Machine Learning Researcher
4 days ago
Pittsburgh, Pennsylvania, United States Bosch USA Full timeJob Title: Multimodal Machine Learning ResearcherCompany Description:The Bosch Research and Technology Center North America is a part of the global Bosch Group, a company with over 70 billion euro revenue and a history spanning over 125 years. The Research and Technology Center North America provides technologies and system solutions for various Bosch...
-
Senior Data Scientist
4 weeks ago
Pittsburgh, Pennsylvania, United States ConsultUSA Full timeJob Title: Senior Data ScientistWe are seeking a highly skilled Senior Data Scientist to join our team at ConsultUSA. As a key member of our data science team, you will be responsible for developing and implementing advanced analytics models to drive business growth and improve decision-making.Key Responsibilities:Design and develop predictive models using...