Qureos Mentor

Linde

<div><div><p><b>Sr. Data Scientist</b></p><ul><li>26000675</li></ul></div><div></div><div><div><b><br>
Position Qualification Summary:</b></div><div>
This is a unique opportunity to collaborate with a diverse team of technical and subject-matter experts to convert large amounts of data into actionable insights and deliver analytics, diagnostics, and decision support tools that improve operational reliability, efficiency, maintenance, total lifetime cost, and safety of plant equipment.</div><div></div><div><br>
The role will be part of the Digital Americas organization and will partner closely with the LGUS Equipment Health Center (EHC). Digital Americas is a multi-disciplinary technical team comprised of data scientists, software engineers, and operations research experts that serves Linde business units by creating analytics and decision support systems for challenges across operations, supply chain, reliability, and business processes. Linde's US EHC is an emerging team of specialized professionals dedicated to utilizing digital tools and advanced monitoring systems to assess equipment condition and identify operational risks. Data sources are varied, from machine component condition parameters to process operational outputs collected directly from the machinery real-time.</div><div></div><div><br>
You will work closely with software engineers and regional reliability teams as well as experts in the fields of rotating machinery, electrical equipment and process operations to architect solutions based on business requirements&mdash;spanning data extraction, statistical/ML and optimization modeling, and delivery through scalable applications and dashboards.</div><div></div><p><b><br>
Key Accountabilities:</b></p><ul><li><p>
Develop and maintain existing tools and KPIs of the EHC; support implementation in the field; stay abreast of new technology (including AI/ML and generative AI) and actively contribute ideas for new programs.</p></li><li><p>
Collaborate with business partners and discipline experts (rotating, electrical, process, reliability) to understand requirements, prioritize use cases, and define appropriate technical solutions.</p></li><li><p>
Lead technical development of advanced diagnostics, health analytics, and decision support tools&mdash;from data discovery/ETL through modeling, validation, and deployment.</p></li><li><p>
Develop scalable data and analytics applications (e.g., MS-SQL/T-SQL, historian integrations, Tableau/Power BI) and create interactive dashboards and visualizations to communicate results.</p></li><li><p>
Coordinate external data services and development with providers and conduct regular market research on remote monitoring and data analytics methods to continuously improve EHC efficiency and effectiveness.</p></li></ul></div><div></div><div><div><b><br>
Qualifications:</b></div><p><b>
Basic:</b></p><ul><li><p>
Bachelor&rsquo;s or Master&rsquo;s degree in Computer Science, Engineering, Statistics, Operations Research, or a related field with a specialization in data science/analytics (degree must be from an accredited institution or equivalent)</p></li><li><p>
5+ years of relevant industry experience developing analytics, predictive technologies, or decision support tools</p></li><li><p>
Experience formulating and solving optimization, machine learning, forecasting, and/or statistical modeling problems (e.g., regression, segmentation, survival analysis, PCA, neural networks)</p></li><li><p>
Strong programming skills in Python (and/or R) and proficiency with SQL (MS/T-SQL); ability to work with databases, stored procedures, and data quality/ETL concepts</p></li><li><p>
Excellent communication and data storytelling skills; ability to succinctly convey complex solutions to stakeholders and executive leadership; willingness to travel domestically as needed</p></li></ul><div></div><p><b><br>
Preferred:</b></p><ul><li><p>
PhD degree in Statistics, Operations Research, Computer Science, Engineering, or related quantitative field</p></li><li><p>
Experience with industrial data sources (e.g., plant-wide historians such as GE Proficy) and/or operations and reliability use cases</p></li><li><p>
Experience designing and using databases, performance tuning, and building scalable data/BI solutions (SharePoint development a plus)</p></li><li><p>
Experience with data visualization and dashboard tools (e.g., Tableau, Power BI, SSRS, D3)</p></li><li><p>
Experience working with Large Language Models (LLMs) / generative AI technologies and deploying ML/AI solutions into production.</p></li></ul><p></p><p><b><br>
About Linde:</b></p><p>
Linde is a leading global industrial gases and engineering company with 2025 sales of $34 billion. We live our mission of making our world more productive every day by providing high-quality solutions, technologies and services which are making our customers more successful and helping to sustain and protect our planet.</p><p></p><p><b><br>
Culture:</b></p><p>
At Linde, we strive to create a work environment that treats all employees with respect, supports new thoughts and ideas, encourages growth and development, celebrates our differences, and embraces inclusion. Linde is committed to remaining an employer of choice for the diverse, ever-increasing pool of global talent.</p><p></p><p><br>
For more information about the company and its products and services, please visit www.linde.com.</p><p></p><p><b><br>
Benefits:</b></p><p>
Linde Gases US offers competitive compensation and an outstanding benefits package. Enjoy access to health, dental, disability, and life insurance, paid holidays and vacation, 401(k) matching, pension benefits, an employee discount program, and opportunities for educational and professional growth. Additional compensation may vary depending on the position and organizational level. Build your future with us while making an impact every day!</p><p></p><p><i><br>
All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, protected veteran status, pregnancy, sexual orientation, gender identity or expression, or any other reason prohibited by applicable law.</i></p><p><i>
#LI-PL1</i></p></div><p></p><div><b>
Primary Location</b> Texas-The Woodlands</div><div><b>
Schedule</b> Full-time</div><div><b>
Job</b> Digitalization</div><div><b>
Unposting Date</b> Ongoing</div></div><div></div>

Sr. Data Scientist

<p><b>Job Overview:</b></p><p>The South Region Energy Analyst supports the South Region Energy Director and the LGUS Natural Gas Originator by managing billing, accruals, and analytical activities. This role oversees accruals and invoice processing; supports contracting efforts with Legal and external consultants; and delivers timely reporting and insights to senior leadership. The Analyst collaborates closely with Product Management, Regional Management, and external partners, and works with Digital teams to develop tools that help manage the region&rsquo;s natural gas and power portfolios, as well as customer slates.</p><p><b>Other Duties Include:</b></p><ul><li>Monitor, analyze, and interpret U.S. natural gas market trends, pipelines, pricing structures, and regional supply/demand fundamentals.</li><li>Provide deep market insights specific to Texas and Louisiana, including ERCOT power markets and Gulf Coast energy dynamics.</li><li>Support the South Region Energy Director and Natural Gas Originator with market analysis, commercial evaluations, and portfolio management.</li><li>Manage energy-related accruals, validate invoices, and ensure accurate financial tracking.</li><li>Work with Legal and third-party consultants on contracting, regulatory matters, and commercial agreements.</li><li>Prepare reports and presentations for senior management, summarizing market conditions, commercial exposure, and risk considerations.</li><li>Collaborate with Product Management and Regional Management to align energy cost forecasts with commercial strategy.</li><li>Partner with Digital teams to develop tools and dashboards for tracking natural gas and power books, customer slates, and contract positions.</li><li>Maintain strong external relationships with consultants, suppliers, and market intelligence sources.</li><li>Serve as an internal subject matter resource for South Region energy market activity.</li></ul><p><b>Scope:</b></p><ul><li>Commercial Influence: Supports energy-related commercial decisions across Regional Management, Product Management, and LGUS.</li><li>Portfolio Impact: Provides analysis and tooling essential for managing natural gas and power exposures in the South Region.</li><li>Contracts &amp; Governance: Key contributor in contracting workflows and invoice accuracy.</li><li>Cross-Functional Support: Regular interaction with Legal, Consultants, Product Management, Digital, and Regional Leadership.</li></ul><p><b>Qualifications:</b></p><ul><li>Bachelor&rsquo;s Degree in Engineering, Business, Finance, or a related field.</li><li>5+ years of experience in engineering, logistics or finance</li><li>Experience with accruals, invoicing, and data management</li><li>Strong analytical and financial skills, including forecasting and market modeling.</li><li>Proficiency with data tools, dashboards, or analytics platforms; experience partnering with Digital/IT teams is beneficial.</li><li>Excellent communication and interpersonal skills with the ability to interface across multiple functions and seniority levels.</li><li>Strong attention to detail and ability to manage multiple priorities in a fast-moving market environment.</li></ul><p><b>About Linde:</b></p><p>Linde is a leading global industrial gases and engineering company with 2025 sales of $34 billion. We live our mission of making our world more productive every day by providing high-quality solutions, technologies and services which are making our customers more successful and helping to sustain and protect our planet.</p><p><b>Culture:</b></p><p>At Linde, we strive to create a work environment that treats all employees with respect, supports new thoughts and ideas, encourages growth and development, celebrates our differences, and embraces inclusion. Linde is committed to remaining an employer of choice for the diverse, ever-increasing pool of global talent.</p><p>For more information about the company and its products and services, please visit www.linde.com.</p><p><b>Benefits:</b></p><p>Linde Gases US offers competitive compensation and an outstanding benefits package. Enjoy access to health, dental, disability, and life insurance, paid holidays and vacation, 401(k) matching, pension benefits, an employee discount program, and opportunities for educational and professional growth. Additional compensation may vary depending on the position and organizational level. Build your future with us while making an impact every day!</p><p><i>All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, age, disability, protected veteran status, pregnancy, sexual orientation, gender identity or expression, or any other reason prohibited by applicable law.</i></p><p><b>ID: 26000653</b></p><p>Benefits:</p><ul><li>401(k)</li><li>401(k) matching</li><li>Dental insurance</li><li>Health insurance</li><li>Health savings account</li><li>Paid time off</li><li>Parental leave</li><li>Referral program</li><li>Retirement plan</li><li>Tuition reimbursement</li><li>Vision insurance</li></ul><p>Education:</p><ul><li>Bachelor's (Required)</li></ul><p>Experience:</p><ul><li>engineering, logistics or finance: 5 years (Required)</li><li>accruals, invoicing, and data management: 2 years (Required)</li></ul><p>Ability to Commute:</p><ul><li>Spring, TX 77380 (Required)</li></ul><p>Ability to Relocate:</p><ul><li>Spring, TX 77380: Relocate before starting work (Required)</li></ul><p>Work Location: In person</p>

South Region Energy Analyst

Join Linde and explore 2   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

Linde

About Company

Sr. Data Scientist

South Region Energy Analyst