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はじめに

IBM Research is at the forefront of utilizing AI in business settings. Our mission is to push the boundaries of generative AI technologies by harnessing the power of large language models (LLMs) and AI agents. We are developing innovative tools and technologies for GenAI application developers. As AI agents become increasingly capable and autonomous, they bring added design complexity and require careful balancing of correctness, cost, and latency. Our tools and analytics enable developers to address these challenges in the fast-evolving ecosystem of AI agent platforms, LLMs, and tools..

 

Our summer internship program offers an opportunity to collaborate with IBM’s leading research team for a 3-month, full-time internship (5 days a week) at our labs in Haifa or Tel Aviv.

 

More about our research:

Agentic systems mark a significant advancement in using AI for high-stakes business operations. However, Agentic systems also bring with them challenges that arise from their complex and undeterministic behavior. Our mission to give Agenic systems develoers the ability to visualize, understand, and optimize their systems behavior.

 

Focus Areas
 We develop analytics to tackle multiple challenges in agentic systems, including multi-framework and multi-agent interactions, by analyzing their runtime behavior. Our key focus areas include:

  • Flow Analysis: Analytics to identify issues in task execution flows and optimize task execution flows.
  • Metrics and Issue Detection: Detecting instruction violations, cycles, and consistency issues to ensure system reliability.
  • Optimization Recommendations: Designing strategies to adjust task flows and balance performance, latency, and cost.
役割と責任

We are seeking a motivated intern to join our research team and contribute to advancing analysis and optimization of AI agents. 

As an intern, you will:

  • Develop and refine analyses of data from runtime instrumentation of AI agents.
  • Test and measure the accuracy of the different developed analyses.
  • Research design alternatives and potential solutions for identified issues in AI agent runs.

 

Locations:

  • IBM Research Lab, Israel (Haifa University Campus)
  • IBM Site, Hashahar Tower, Givataim (near Tel Aviv Arlozorov train station)

 

必要とされる学歴
学士号
望ましい学歴
修士号
必要な専門的および技術的知識
  • Current M.Sc. or Ph.D. student in Computer Science, Information Systems, or a related field, with a specialization in AI.
  • Demonstrated expertise in key areas such as AI agents, LLMs, NLP, and classical ML.
  • Experience with building a predictive ML model: from tailoring the right model to a problem, implementation and iterative improvements, to extracting insightful analytics from the results.
  • Experience with classical ML approaches and graph-based algorithms
  • Experience with Python.


Please add your grade sheet to your application

歓迎する専門的および技術的経験

  • Experience in building LLM-based applications using frameworks such as LangChain, LangGraph, crewAI, and Llama Stack.

  • Familiarity with telemetry standards and tools like OpenTelemetry.
  • Familiarity with probabilistic graphical models or probabilistic approaches
  • A publication track record in peer-reviewed conferences or journals is a significant advantage.




事業部門について

IBMResearchは、IBMの有機的な成長エンジンであり、顧客とパートナーのためのイノベーション・エンジンです。 この使命の一環として、IBMリサーチは「コンピューティングの次に来るもの」を予測し、検討し、最終的には大きな課題を解決し、新たな機会を解き放つために世界が頼りにするテクノロジーを創造し、統合しています。 私たちは、実用的で大規模な量子コンピューティングの実現に向けた継続的な探求に代表されるように、IBM、パートナー、そしてお客様のために新しい市場を創造し、開拓していきます。 IBMResearch全体では、ハイパフォーマンス・コンピューティング、AI、量子のパワーを組み合わせ、ハイブリッド・クラウドを通じてすべてを統合することで、パートナーやクライアントとの発見を加速するパワーと可能性を実現しています。

あなたの人生 @ IBM

In a world where technology never stands still, we understand that, dedication to our clients success, innovation that matters, and trust and personal responsibility in all our relationships, lives in what we do as IBMers as we strive to be the catalyst that makes the world work better.

Being an IBMer means you’ll be able to learn and develop yourself and your career, you’ll be encouraged to be courageous and experiment everyday, all whilst having continuous trust and support in an environment where everyone can thrive whatever their personal or professional background.


Our IBMers are growth minded, always staying curious, open to feedback and learning new information and skills to constantly transform themselves and our company. They are trusted to provide on-going feedback to help other IBMers grow, as well as collaborate with colleagues keeping in mind a team focused approach to include different perspectives to drive exceptional outcomes for our customers. The courage our IBMers have to make critical decisions everyday is essential to IBM becoming the catalyst for progress, always embracing challenges with resources they have to hand, a can-do attitude and always striving for an outcome focused approach within everything that they do.


Are you ready to be an IBMer?

IBM について

IBM’s greatest invention is the IBMer. We believe that through the application of intelligence, reason and science, we can improve business, society and the human condition, bringing the power of an open hybrid cloud and AI strategy to life for our clients and partners around the world.


Restlessly reinventing since 1911, we are not only one of the largest corporate organizations in the world, we’re also one of the biggest technology and consulting employers, with many of the Fortune 50 companies relying on the IBM Cloud to run their business. 


At IBM, we pride ourselves on being an early adopter of artificial intelligence, quantum computing and blockchain. Now it’s time for you to join us on our journey to being a responsible technology innovator and a force for good in the world.

その他の関連する職務の詳細

For additional information about location requirements, please discuss with the recruiter following submission of your application.