Data and AI Intern 2027

We need to output HTML fragment with sections using

for headings: About the role, Responsibilities, Requirements, Qualifications, Skills, Benefits, Pay, Schedule. Only include sections where there is real specific content. We must not repeat job title. No metadata like Job ID. Remove boilerplate. Preserve all substantive info. We need to parse the posting. Content: Introduction: description of GRE team, GRE Technology team, focus, areas of expertise, intern role description. Then "Your Role And Responsibilities As a Data and AI Intern, you will:" bullet list. Then "Who You Are" list of traits. Then "Preferred Education Bachelor's Degree" Then "Required Technical And Professional Expertise" list. Then "Preferred Technical And Professional Experience" list. We need to map to sections: About the role (intro), Responsibilities (the bullet list), Requirements (maybe required expertise), Qualifications (preferred education?), Skills (maybe technical skills?), Benefits, Pay, Schedule (none). We should only include sections with real content. We have no explicit Benefits, Pay, Schedule info. So we omit those sections. We need to decide which headings to use: About the role, Responsibilities, Requirements, Qualifications, Skills. Possibly also "Preferred Technical And Professional Experience" could be under Skills or Requirements. But we need to follow instruction: use headings for those categories if content exists. We have: - About the role: introduction paragraph(s) describing team and intern role. - Responsibilities: bullet list under "Your Role And Responsibilities". - Requirements: maybe "Required Technical And Professional Expertise". - Qualifications: "Preferred Education Bachelor's Degree" plus maybe "Who You Are" traits? Could be qualifications. - Skills: maybe "Preferred Technical And Professional Experience" plus technical skills list. We need to avoid filler like "commensurate with experience". Not present. We need to output only HTML fragment, no /. Use

for each section heading, then content:

for prose,

• for lists. We must preserve all substantive information; do not invent or summarize away detail. So we need to keep all details from the posting. Let's extract exact text. Introduction paragraph(s): "The IBM Global Real Estate (GRE) team manages a diverse range of real estate disciplines, including strategy & transactions, space management, workplace design and experience, engineering and construction, lease management, real estate acquisitions and dispositions, integration/divestitures, facility operations, asset management, employee safety, environmental and energy management. The GRE Technology team is a global group of highly skilled Subject Matter Experts dedicated to delivering innovative and inclusive global workplace solutions. We leverage technology to enable data-driven decisions across IBM’s portfolio and operations, partnering with clients and trusted suppliers. Our focus is on enhancing productivity through process enhancement, simplification, and automation, while leading the adoption of software and AI across our products, processes, platforms, and partnerships. Our areas of expertise include Data strategy, Data Management, Data Governance, Data Integration and Reporting, Hardware and Software Strategy and Design, IoT, Cybersecurity, Sustainability, AI and Automation, and Technology Transformation and Architecture. In the dynamic and evolving tech landscape, resilience, commitment, and curiosity are key to success as an IBM Global Real Estate Technology Team intern. You will engage in various aspects of data management, analysis, testing, support, process automation, and AI implementation to address diverse use cases." That's the intro. Then responsibilities bullet list: "Learn about various data structures and develop new methods for combining and analyzing data to derive insights. Implement business process automation with a focus on improving productivity. Learn and apply foundation models based generative AI to expand use cases across various applications and the Enterprise Data & AI platform. Utilize cutting-edge tools such as watsonx, Watson Orchestrate, Cognos, Tririga, Maximo, Envizi, and others. Communicate with internal clients to understand their business needs and provide analytical solutions. Collaborate in an agile environment, partnering with other technology team members." Then "Who You Are": "Highly motivated with a passion for creating and supporting effective solutions. Thrive on collaboration, working alongside people from diverse backgrounds and disciplines, and possess strong verbal and written communication skills. Skilled at solving problems, debugging, troubleshooting, designing, and implementing solutions for complex technical issues." Then "Preferred Education Bachelor's Degree" Then "Required Technical And Professional Expertise": "Knowledge of data migration and data warehousing. Experience with database server connectivity and usability testing. Proficiency in programming/scripting languages such as Java, Python, SQL, R, etc. Ability to perform quantitative analysis that translate data into actionable insights and support data-driven decision-making. Experience in developing and maintaining data models, algorithms, and statistical models. Understanding of AGILE practices. Basic understanding of foundation models and generative AI." Then "Preferred Technical And Professional Experience": "3 months experience with JavaScript, Python, R, and SQL. 3 months experience with APIs and cloud technologies. 3 months experience with visualization tools such as Cognos, Google Analytics, Tableau, etc." We need to decide sections. About the role: intro paragraph. Responsibilities: bullet list. Requirements: maybe "Required Technical And Professional Expertise" (these are required). Could also include "Preferred Education Bachelor's Degree" as qualification. Qualifications: "Preferred Education Bachelor's Degree" plus maybe "Who You Are" traits? But "Who You Are" seems like personal attributes, could be under Qualifications or Skills. We'll treat as Qualifications. Skills: "Preferred Technical And Professional Experience" plus maybe the list of technical skills from required? But we already used required for Requirements. To avoid duplication, we can put the preferred experience under Skills. We must not repeat content. Ensure we include all. Let's craft:

  About the role

  ...intro...

  Responsibilities

  • Learn about various data structures and develop new methods for combining and analyzing data to derive insights.
  • Implement business process automation with a focus on improving productivity.
  • Learn and apply foundation models based generative AI to expand use cases across various applications and the Enterprise Data & AI platform.
  • Utilize cutting-edge tools such as watsonx, Watson Orchestrate, Cognos, Tririga, Maximo, Envizi, and others.
  • Communicate with internal clients to understand their business needs and provide analytical solutions.
  • Collaborate in an agile environment, partnering with other technology team members.

  Requirements

  • Knowledge of data migration and data warehousing.
  • Experience with database server connectivity and usability testing.
  • Proficiency in programming/scripting languages such as Java, Python, SQL, R, etc.
  • Ability to perform quantitative analysis that translate data into actionable insights and support data-driven decision-making.
  • Experience in developing and maintaining data models, algorithms, and statistical models.
  • Understanding of AGILE practices.
  • Basic understanding of foundation models and generative AI.

  Qualifications

  Preferred Education: Bachelor's Degree

  • Highly motivated with a passion for creating and supporting effective solutions.
  • Thrive on collaboration, working alongside people from diverse backgrounds and disciplines, and possess strong verbal and written communication skills.
  • Skilled at solving problems, debugging, troubleshooting, designing, and implementing solutions for complex technical issues.

  Skills

  • 3 months experience with JavaScript, Python, R, and SQL.
  • 3 months experience with APIs and cloud technologies.
  • 3 months experience with visualization tools such as Cognos, Google Analytics, Tableau, etc.
  We should not include Benefits, Pay, Schedule. Check that we didn't miss any substantive info: The intro includes mention of "In the dynamic and evolving tech landscape, resilience, commitment, and curiosity are key to success as an IBM Global Real Estate Technology Team intern. You will engage in various aspects of data management, analysis, testing, support, process automation, and AI implementation to address diverse use cases." That's included. We have not included the sentence "Our areas of expertise include Data strategy, Data Management, Data Governance, Data Integration and Reporting, Hardware and Software Strategy and Design, IoT, Cybersecurity, Sustainability, AI and Automation, and Technology Transformation and Architecture." That's part of intro; we included it in the intro paragraph? We included only first part? Let's verify: Our intro paragraph we wrote includes up to "You will engage in various aspects...". Did we include the areas of expertise sentence? We omitted it inadvertently. Need to include all substantive info. So we must include that sentence as well. Let's reconstruct intro fully: "The IBM Global Real Estate (GRE) team manages a diverse range of real estate disciplines, including strategy & transactions, space management, workplace design and experience, engineering and construction, lease management, real estate acquisitions and dispositions, integration/divestitures, facility operations, asset management, employee safety, environmental and energy management. The GRE Technology team is a global group of highly skilled Subject Matter Experts dedicated to delivering innovative and inclusive global workplace solutions. We leverage technology to enable data-driven decisions across IBM’s portfolio and operations, partnering with clients and trusted suppliers. Our focus is on enhancing productivity through process enhancement, simplification, and automation, while leading the adoption of software and AI across our products, processes, platforms, and partnerships. Our areas of expertise include Data strategy, Data Management, Data Governance, Data Integration and Reporting, Hardware and Software Strategy and Design, IoT, Cybersecurity, Sustainability, AI and Automation, and Technology Transformation and Architecture. In the dynamic and evolving tech landscape, resilience, commitment, and curiosity are key to success as an IBM Global Real Estate Technology Team intern. You will engage in various aspects of data management, analysis, testing, support, process automation, and AI implementation to address diverse use cases." We need to include all that in the About the role section. Thus About the role

  will contain that entire paragraph (maybe multiple sentences). It's okay as one

  . Now ensure we didn't duplicate any content elsewhere. Now check if any other substantive info: The "Preferred Education Bachelor's Degree" line we captured as p. Now check if any other info like "Preferred Technical And Professional Experience" we captured as skills list. Now check if any other info like "Who You Are" we captured as qualifications list. Now check if any other info like "Required Technical And Professional Expertise" we captured as requirements list. Now check if any other info like "Your Role And Responsibilities" we captured. Now check if any other info like "Introduction" heading we omitted (not needed). Good. Now ensure we didn't include any boilerplate like cookie/navigation/legal/EEO etc. Not present. Now output only HTML fragment. Let's craft final HTML. Be careful to escape any special characters? Not needed. We'll output:

  About the role

  The IBM Global Real Estate (GRE) team manages a diverse range of real estate disciplines, including strategy & transactions, space management, workplace design and experience, engineering and construction, lease management, real estate acquisitions and dispositions, integration/divestitures, facility operations, asset management, employee safety, environmental and energy management. The GRE Technology team is a global group of highly skilled Subject Matter Experts dedicated to delivering innovative and inclusive global workplace solutions. We leverage technology to enable data-driven decisions across IBM’s portfolio and operations, partnering with clients and trusted suppliers. Our focus is on enhancing productivity through process enhancement, simplification, and automation, while leading the adoption of software and AI across our products, processes, platforms, and partnerships. Our areas of expertise include Data strategy, Data Management, Data Governance, Data Integration and Reporting, Hardware and Software Strategy and Design, IoT, Cybersecurity, Sustainability, AI and Automation, and Technology Transformation and Architecture. In the dynamic and evolving tech landscape, resilience, commitment, and curiosity are key to success as an IBM Global Real Estate Technology Team intern. You