Business Data Scientist

Posted 3 Days Ago
Houston, TX, USA
In-Office
Senior level
Hardware • Other • Energy
The Role
Develop predictive, classification, clustering, optimization, and statistical models using ERP, CRM, and macroeconomic data. Build Power BI dashboards, KPIs, and business analytics that improve forecasting, resource allocation, operational efficiency, and financial performance. Manage Snowflake data workflows, support data governance and quality initiatives, collaborate with cross-functional stakeholders, and communicate actionable insights to technical and business audiences.
Summary Generated by Built In

This position will partner with cross-functional teams to extract, model, and visualize data from ERP, CRM, and external macroeconomic sources. Using Python, Snowflake, and Power BI, the role will develop predictive and segmentation models, deliver actionable business analytics, create dashboards and KPIs, identify trends and performance drivers, and translate complex data into insights that improve forecasting, resource allocation, operational efficiency, and bottom-line results. The position will also support data-governance initiatives to ensure consistent, reliable, and trusted information across the organization.

Responsibilities
  • Develop and deliver advanced analytics and machine learning models to support business performance and strategic decisions.
  • Integrate ERP, CRM, and macro‑economic data to generate actionable insights for leadership and functional teams.
  • Design, implement, and deploy predictive, classification, clustering, and optimization models.
  • Create and maintain Power BI dashboards and reporting tools to monitor key performance indicators.
  • Conduct data mining, statistical analysis, and visualizations to identify trends and improvement opportunities.
  • Collaborate with stakeholders to drive adoption of analytics‑based process changes.
  • Participate in data‑governance initiatives to ensure data quality, consistency, and compliance.
  • Document requirements, support change management, and assist in process‑improvement projects.
  • Manage large‑scale data processing workflows in Snowflake and ensure cloud‑based data infrastructure reliability.
  • Communicate findings and recommendations effectively to technical and non‑technical audiences.
  • Perform other work related tasks as assigned.
  • Comply with all NOV Company and HSE policies and procedures.
Qualifications

Required Qualifications

  • Bachelor’s degree in Data Science, Statistics, Computer Science, Economics, Engineering, or related field.
  • 5+ years of experience, or equivalent education, in data science, analytics, or business analysis in a manufacturing or industrial environment (preferred).
  • Proficiency in Python, SQL, and modern analytics libraries for machine learning and statistical modeling.
  • Demonstrated ability to build models that drive revenue growth, cost reduction, and bottom‑line improvement.
  • Excellent communication, stakeholder management, and collaborative teamwork skills.
  • Experience with process innovation, change management, and continuous improvement methodologies.
  • Action‑oriented mindset with strong problem‑solving abilities and business acumen.

Preferred Qualifications

  • Master’s/Ph.D. degree in Data Science, Statistics, Computer Science, Economics, Engineering, or related field.
  • Strong experience with Snowflake for data warehousing, integration, and analytics.
  • Expertise in Power BI for data visualization, dashboard creation, and reporting.
  • Hands‑on experience with ERP and CRM systems and large, multi‑dimensional data sets.

Skills Required

  • Bachelor's degree in Data Science, Statistics, Computer Science, Economics, Engineering, or a related field
  • At least 5 years of experience, or equivalent education, in data science, analytics, or business analysis
  • Experience in a manufacturing or industrial environment
  • Proficiency in Python and SQL
  • Experience with machine learning and statistical modeling libraries
  • Demonstrated ability to build models that drive revenue growth, cost reduction, and bottom-line improvement
  • Excellent communication, stakeholder management, and collaborative teamwork skills
  • Experience with process innovation, change management, and continuous improvement methodologies
  • Strong problem-solving abilities, action-oriented mindset, and business acumen
  • Master's or Ph.D. degree in Data Science, Statistics, Computer Science, Economics, Engineering, or a related field
  • Strong experience with Snowflake for data warehousing, integration, and analytics
  • Expertise in Power BI for data visualization, dashboard creation, and reporting
  • Hands-on experience with ERP and CRM systems and large, multidimensional datasets

NOV Compensation & Benefits Highlights

The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about NOV and has not been reviewed or approved by NOV.

  • Healthcare Strength Company materials describe comprehensive medical, dental, and vision coverage alongside life/disability insurance, a global EAP, wellness resources, and paid parental leave; the company also states it pays most U.S. health plan premiums, which bolsters perceived value.
  • Retirement Support The 401(k) program features auto‑enrollment, immediate vesting, and ongoing employer contributions; historical filings and comments point to a generally well‑regarded match even as exact formulas can change.
  • Leave & Time Off Breadth Paid parental leave and widely cited decent PTO at hire are complemented by options like experience‑based vacation credit and a flexible holiday, creating a rounded time‑off offering in many U.S. roles.

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The Company
HQ: Houston, TX
26,270 Employees

What We Do

NOV delivers technology-driven solutions to empower the global energy industry. For more than 150 years, NOV has pioneered innovations that enable its customers to safely produce abundant energy while minimizing environmental impact. The energy industry depends on NOV’s deep expertise and technology to continually improve oilfield operations and assist in efforts to advance the energy transition towards a more sustainable future. NOV powers the industry that powers the world.

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