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はじめに

IBM Software infuses core business operations with intelligence—from machine learning to generative AI—to help make organizations more responsive, productive, and resilient. IBM Software helps clients put AI into action now to create real value with trust, speed, and confidence across digital labor, IT automation, application modernization, security, and sustainability. Critical to this is the ability to make use of all data, because AI is only as good as the data that fuels it. In most organizations data is spread across multiple clouds, on premises, in private datacenters, and at the edge. IBM’s AI and data platform scales and accelerates the impact of AI with trusted data, and provides leading capabilities to train, tune and deploy AI across business. IBM’s hybrid cloud platform is one of the most comprehensive and consistent approach to development, security, and operations across hybrid environments—a flexible foundation for leveraging data, wherever it resides, to extend AI deep into a business.

役割と責任

Design, develop, and optimize applications using Python or Go with a focus on AI and ML-driven functionalities. Work with frameworks like Langchain, Langgraph, and Langsmith to build advanced language processing solutions. Implement and manage Kubernetes operators to support scalable, distributed systems. Develop and enhance Retrieval-Augmented Generation (RAG) workflows, including optimization for performance and accuracy. Research, design, and implement Machine Learning, Deep Learning, and Neural Network models to solve complex problems. Apply advanced techniques in Natural Language Processing (NLP) to enhance system capabilities. Collaborate with cross-functional teams to integrate AI/ML solutions into existing products and platforms. Stay updated on the latest trends in AI/ML and cloud-native technologies to ensure the use of best practices.

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

  • Hands-on experience with Langchain, Langgraph, or Langsmith frameworks. 

    Solid understanding of Kubernetes operators and their deployment. 

    Strong expertise in Machine Learning, Deep Learning, and Neural Networks. 

    Proficiency in Natural Language Processing (NLP) and related libraries. 

    Knowledge of Retrieval-Augmented Generation (RAG) workflows and optimization techniques. 

    Familiarity with cloud-native technologies and distributed systems. 

    Excellent problem-solving skills, a collaborative mindset, and a passion for innovation.

歓迎する専門的および技術的経験

  • Prior experience working in AI/ML model optimization or inference pipelines. 

    Exposure to containerization tools such as Docker and orchestration platforms like Kubernetes. 

    Familiarity with vector databases and hybrid search solutions.

事業部門について

IBMソフトウェアは、機械学習から生成AIまで、中核ビジネス運営にインテリジェンスを組み込み、組織がより即応的、生産的、およびレジリエントになれるように支援します。 IBMソフトウェアは、お客様がAIを今すぐ活用して、デジタルレイバー、IT自動化、アプリケーションのモダナイゼーション、セキュリティー、サステナビリティーにわたり、信頼性とスピードを兼ね備えた上で確信の持てる、真の価値を創造できるように支援します。 AIの有効性は、その基となるデータの有効性と同等になるため、ここで重要となるのは、すべてのデータを活用可能にすることです。 ほとんどの組織では、データが複数のクラウド、オンプレミス、プライベート・データセンター、エッジに分散しています。 IBMのAIおよびデータのプラットフォームは、信頼できるデータでAIの効果を拡張および加速し、ビジネス全体にAIのトレーニング、調整、導入を行うための先進の機能を提供します。 IBMのハイブリッドクラウド・プラットフォームは、ハイブリッド環境全体で開発、セキュリティー、運用を行うための最も包括的で一貫性のあるアプローチのひとつです。柔軟なファウンデーションとして、データを場所を問わず活用できるようにするため、AIを拡張してビジネスに深く浸透させることが可能になります。

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

When applying to jobs of your interest, we recommend that you do so for those that match your experience and expertise. Our recruiters advise that you apply to not more than 3 roles in a year for the best candidate experience. For additional information about location requirements, please discuss with the recruiter following submission of your application.