Dataminr is looking to solve challenging AI problems in real-time event detection and advance the state of the art in areas such as Agentic AI, Large Language Models, Natural Language Processing, Time-Series Modeling, Machine and Deep Learning, Entities Recognition and Alignment, Information Extraction, and Knowledge Graphs.
Requirements
- Experience in one or more of the following topics: AI for cyber security, LLMs, agentic AI, generation, machine translation, summarization, topic detection & tracking, text classification, knowledge extraction/representation/management, trending topic detection, search, machine learning and deep learning, etc.
- Proficiency in Python and experience with relevant AI/ML libraries and frameworks such as PyTorch, Hugging Face Transformers, and LangGraph.
- Experience with LLM serving technologies such as vLLM is a plus.
- Outstanding publication record (IEEE, AAAI, NeurIPS, CVPR, ACL, TACL, EMNLP, WWW, etc.).
- Demonstrated ability to work independently, set up experiments and demonstrate progress through principled use of metrics.
- Ph.D. in Computer Science or related field
- Experience with multimodal AI, including images, video, sensor data, audio, and text in over 150 languages
Responsibilities
- Perform research to advance the state of the art and solve specific problems at scale in one or more of the following areas: Agentic AI, Large Language Models, Natural Language Processing, Time-Series Modeling, Machine and Deep Learning, Entities Recognition and Alignment, Information Extraction, and Knowledge Graphs.
- Work closely with a diverse, interdisciplinary team to deliver value to customers (existing and new products).
- Contribute to the research community via publications in top tier venues, participation in program committees, etc.
- Excel in placing a human-centered focus on the work (context, end-user impact, etc), finding solutions that work in practice and have significant impact.
- Productionize and ship research into Dataminr’s products, and thus to its users worldwide.
- Senior candidates are expected to lead technical areas and/or people.
- Architect and implement Generative AI and Agentic AI and knowledge graph features for our real-time alerting platform.
Other
- Ph.D. in Computer Science or related field
- Ability to work independently and as part of a team
- Excellent communication and collaboration skills
- Ability to work in a fast-paced environment and adapt to changing priorities
- Dataminr is an equal opportunity and affirmative action employer
