内容へスキップ
はじめに

 

Apptio, an IBM Company, is seeking a Data Scientist II to join our growing AI & Data Science team. In this role, you’ll build and apply cutting-edge machine learning and generative AI models to elevate Apptio’s FinOps and Technology Business Management (TBM) product suite.

We’re looking for someone with strong modeling expertise, solid engineering fundamentals, and a passion for turning raw data into real customer value. Your work will empower the world’s leading enterprises to optimize their cloud and IT spend through smart, predictive, and actionable insights.

役割と責任

 

  • Lead the design, development, and deployment of ML models and generative AI capabilities that enhance Apptio’s product offerings
  • Collaborate closely with product managers, engineers, and stakeholders to define AI-driven solutions that solve key customer problems
  • Architect end-to-end ML workflows, including data ingestion, feature engineering, model training, evaluation, and deployment
  • Provide technical leadership and mentorship to other data scientists and contribute to a high-performing, collaborative team culture
  • Translate ambiguous business problems into well-scoped ML projects with clear success metrics
  • Stay current with advancements in AI/ML, especially in generative models, NLP, and cloud cost optimization, and assess their applicability to our products
  • Promote best practices in model development, reproducibility, monitoring, and responsible AI
必要とされる学歴
なし
望ましい学歴
なし
必要な専門的および技術的知識

 

  • Extensive experience in data science or applied machine learning roles, with demonstrated impact in a product environment
  • Advanced proficiency in Python, along with libraries such as scikit-learn, pandas, NumPy, PyTorch, TensorFlow, or Hugging Face Transformers
  • Strong knowledge of ML techniques, statistical modeling, and real-world model deployment
  • Experience working with large-scale datasets, structured and unstructured data, and SQL-based systems
  • Proven ability to deliver production-grade ML solutions in partnership with software engineering teams
  • Exceptional communication skills and ability to present technical solutions to non-technical stakeholders
歓迎する専門的および技術的経験

 

  • Experience with FinOps, cloud cost management, or enterprise financial/IT systems
  • Hands-on experience with generative AI, LLMs, or natural language processing
  • Familiarity with MLOps practices and tools (e.g., MLflow, SageMaker, Airflow)
  • Experience with Apptio products (e.g., ApptioOne, Cloudability, Targetprocess) is a plus
  • Knowledge of data governance, model monitoring, and responsible AI principles

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.

IBM is proud to be an equal-opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, caste, genetics, pregnancy, disability, neurodivergence, age, veteran status, or other characteristics. IBM is also committed to compliance with all fair employment practices regarding citizenship and immigration status.

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.