Microsoft Excel
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The cockroach of the tech world—ubiquitous, indestructible, and somehow still running mission-critical workflows. Love it or loathe it, Excel remains a staple for quick-and-dirty data manipulation, prototyping, and dashboards that no one ever bothers to migrate. Its pivot tables and formulas can turn chaos into insights, making it the go-to for business users who don’t want to touch SQL.
But let’s be clear: Excel is no friend to scalability, reproducibility, or collaboration. It chokes on large datasets, fosters manual errors, and turns version control into a nightmare. Data engineers will find its use cases limited to small-scale, ad-hoc tasks, though it can be a lifesaver for quick validations or mocks.
Powerful but fragile, Excel is the duct tape of data: invaluable in a pinch, but if it’s holding your pipeline together, something’s gone very, very wrong.
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Jobs in using Microsoft Excel for but please no
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data scientist
Graduate Programme - Customer Success @ fospha
GB | 2025-12-28
This role is a high-impact, fast-paced opportunity for a data engineer to contribute to a pioneering, privacy-safe marketing measurement platform. The position requires deep technical expertise in...
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Marketing, Analytics, Funnel, Go, C, Management, GenAI, Excel, AI/ML | ||
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data scientist
Associate, Securities Operations (Contract) @ gic
SG | 2025-12-25
GIC seeks a candidate with at least three years of Fixed Income operations experience, adept at enhancing operational efficiency through automation and AI, with a focus on risk mitigation. The...
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Management, AI/ML, Excel, SQL, Agile/Scrum | ||
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promoted
BigQuery Cost Optimization Guide by Masthead DataThe BigQuery Cost Optimization Guide is a valuable resource that offers a deep dive into understanding and managing the complexities of BigQuery costs. It provides practical guidelines and strategies to help you optimize both storage and compute expenses, ensuring you get the most value out of... |
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data scientist
Associate @ aurora-energy-research-limited
AU | 2025-12-24
This role is a high-impact, team-oriented position at a leading energy consultancy, offering opportunities to shape strategic decisions in the energy sector. The candidate must demonstrate both...
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Management, Data Analytics, Python, R, MATLAB, Excel, PhD, Aurora | ||
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data scientist
AI Project Manager / Producer, Commerce & Marketing Consulting Section - AI & Data Consulting Department (AIDC) @ rakuten
JP | 2025-12-24
This role is a strategic opportunity for a data engineer or data scientist with experience in managing AI projects and driving data-driven solutions. The position requires a blend of technical...
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AI/ML, Data Science, Dashboard, Marketing, KPI, GenAI, Management, Excel, VBA, Data Analytics, Data Modelling, Python, SQL | ||
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data scientist
Trading and Research Summer Internship 2026 (Tokyo) @ capula_2
JP | 2025-12-23
This role is a high-impact, hands-on internship at a leading global hedge fund, offering direct engagement with quant traders and strategy development. The position emphasizes practical experience...
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Management, PhD, Computer Science, Excel, Python, C++, R, Java |