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Contents
What Matters Most
Why This Planning Analyst Resume Works
How to Write a Planning Analyst Resume That Gets Interviews
What to Include in a Planning Analyst Resume
Planning Analyst Resume Summary Examples
Planning Analyst Work Experience Examples
Top Planning Analyst Skills
Certifications for a Planning Analyst
Common Planning Analyst Resume Mistakes
Planning Analyst Resume FAQs
Summary
Planning analyst with seven years building demand, supply and financial plans for a retail and consumer-goods company in Manchester. Sits between data and decisions — forecasting demand, modelling scenarios, aligning supply and budgets to the plan, and giving the business a clear, numbers-backed view of what is coming and how to prepare. Improved forecast accuracy that cut both stockouts and excess inventory, and built a planning model the team now relies on. Forecasts demand, builds and maintains planning models, runs scenarios, aligns supply and budgets, and turns analysis into clear recommendations. Analytical, organised and commercially aware. Looking for a planning-analyst or demand-planning role with a company that wants its plans built on real data, not guesswork.
Work Experience
Planning Analyst
Manchester Consumer Goods, Manchester, UK
Jan 2019 – Present
- Sit between data and decisions, giving the business a clear, numbers-backed view of what is coming and how to prepare.
- Improved forecast accuracy that cut both stockouts and excess inventory, and built a planning model the team relies on.
- Forecast demand across products and channels, blending data, trends and judgement into reliable projections.
- Build and maintain planning models, turning messy inputs into a clear, usable picture of supply and demand.
- Run scenarios and align supply and budgets to the plan, so the business is ready for likely and unlikely outcomes.
- Turn analysis into clear recommendations leaders act on, not dense spreadsheets nobody reads or trusts.
Junior Analyst
UK Retail Group, Manchester, UK
Feb 2017 – Dec 2018
- Supported planning and analysis for a retailer, building reports and forecasts, learning planning hands-on.
- Maintained models and analysed data daily, steadily building forecasting and analytical skills over time.
- Learned forecasting, data analysis and planning processes on the job during this first role.
- Gained the certificate and experience that led into a full planning-analyst role of my own.
Education
BSc in Business Analytics, Business Analytics
University of Manchester
Sep 2012 – Jun 2016
- Degree in business analytics covering forecasting, statistics, supply chain and data analysis, with a placement. The programme built the analytical foundation demand and supply planning requires. It led directly into planning.
Demand Planning & Forecasting Certificate, Planning
Institute of Business Forecasting
Aug 2016 – Jan 2017
- Certificate covering demand planning, forecasting methods and S&OP to a recognised standard. It sharpened the planning and forecasting toolkit. It supported building accurate forecasts and aligning supply to demand.
Certifications
Demand Planning & Forecasting Certificate
Institute of Business Forecasting
Jan 2017 – Present
- Certificate covering demand planning, forecasting methods and S&OP to a recognised standard, which sharpened the planning and forecasting toolkit and supports building accurate forecasts and aligning supply to demand.
Highlights
Better forecasts, less waste
- Improved forecast accuracy enough to cut both stockouts and excess inventory at once. Better forecasts mean the business holds the right stock, so improving accuracy directly reduces lost sales and tied-up cash.
A model the team relies on
- Built a planning model the whole team now runs its planning on. When colleagues base decisions on the model you built, it has genuinely become part of how the business plans, the clearest proof of its value.
Forecasting Improvement
Forecast Accuracy Programme
Jan 2021 – Sep 2021
- Rebuilt the demand-forecasting model and process, blending statistical methods with business input, which measurably improved forecast accuracy and reduced both stockouts and excess inventory across the product range.
Languages
- English (UK) — Native or Bilingual Proficiency
- German — Limited Working Proficiency
Professional Skills
- Demand Forecasting
- Planning Models
- Scenario Analysis
- Supply & Inventory Planning
- Data Analysis
- Excel & SQL
- S&OP
- Budget Alignment
- Reporting & Dashboards
- Data Storytelling
Personal Skills
- Analytical Thinking
- Organisation
- Commercial Awareness
- Communication
- Attention to Detail
Activities & Interests
- Family
- Table Tennis
- Photography
- Hill Walking
- Cleaning
What Matters Most
Before the section-by-section detail, here is what actually decides a strong planning analyst resume:
- Quantify forecast accuracy, not activity. A hiring manager wants MAPE, bias or accuracy improvement, and the stockout and excess-inventory reduction it drove.
- Show you sit between data and decisions. The strongest planning analysts turn analysis into recommendations leaders act on, not spreadsheets nobody opens.
- Name the tools precisely: Excel and SQL as a baseline, plus the planning system (SAP IBP, Oracle, o9, Anaplan) and BI tool you actually use.
- Prove the cost impact both ways. Cutting stockouts and excess inventory at the same time is the result that reads as genuine skill, because they usually pull apart.
- Anchor the numbers in a business context: product count, channels, forecast horizon, and the value of inventory or budget your plans steer.
- Include S&OP exposure. Planning analysts who feed a real S&OP cycle sit closer to the decisions and stand out from pure reporting roles.
Why This Planning Analyst Resume Works
The sample lands because it frames the work as decisions, not data entry. Here is what it gets right:
- The summary opens with seven years and a clear position statement, sitting between data and decisions, which tells a hiring manager exactly what a planning analyst is for.
- It quantifies the double win: forecast accuracy improved enough to cut both stockouts and excess inventory. Naming both sides signals real forecasting skill rather than a lucky quarter.
- The 'model the team now relies on' claim is strong because adoption by colleagues is the clearest proof a planning tool actually works.
- The progression from junior analyst to planning analyst explains where the forecasting, modelling and S&OP experience was built.
- The dedicated Forecast Accuracy Programme entry gives a concrete, time-bound project that backs the headline accuracy claim instead of leaving it abstract.
How to Write a Planning Analyst Resume That Gets Interviews
Write it so the reader sees the decision your analysis drove, then the accuracy and cost result, then the tools that made it repeatable:
Lead with the decision, not the dataset
Open each bullet with what the business did differently because of your work. 'Cut safety stock 18% by rebuilding the replenishment model' beats 'maintained forecasting models', because it shows analysis turning into a decision and a saving.
Quantify forecast accuracy properly
Use the metrics planners actually track: MAPE, forecast bias, accuracy at SKU or category level, and the horizon. 'Lifted forecast accuracy from 68% to 81% MAPE-adjusted' is credible where 'improved forecasts' is not.
Show both sides of the inventory trade-off
Pair any accuracy gain with its outcome on both ends: fewer stockouts and lost sales, and less excess and tied-up cash. Improving both at once is the signature achievement of a good planning analyst, so state it explicitly.
Name the planning stack
List Excel and SQL as your baseline, then the planning system and BI tool you run: SAP IBP or APO, Oracle, o9, Anaplan, Kinaxis, Power BI or Tableau. Recruiters and ATS filters search for the exact platform.
Connect your work to S&OP and the commercial plan
Show how your forecasts fed the S&OP cycle, budgets or supply plans. Planning analysts who influence real cross-functional decisions read as more senior than those who only produce reports.
What to Include in a Planning Analyst Resume
A handful of sections carry outsized weight for this role and should be quick to spot:
If you would rather not wrestle with layout while you get the numbers right, our free resume builder handles the formatting so you can focus on your forecast-accuracy results.
Forecast-accuracy metrics: MAPE, bias, accuracy at SKU or category level, and the improvement you delivered.
Inventory and service outcomes: stockout reduction, service level, excess or obsolete stock cut, working-capital freed.
Scope: number of SKUs or products, channels, forecast horizon, and the value of inventory or budget you plan.
The planning stack: Excel and SQL plus the planning system (SAP IBP, o9, Anaplan) and BI tool.
S&OP or IBP involvement: the cycle you fed and the decisions it informed.
A signature project: a model rebuild or process change, with dates and a measurable result.
Planning Analyst Resume Summary Examples
Three summaries at different levels, each pronoun-free and written the way a strong planning analyst would open their resume:
Entry-level resume summary example
Early-career planning analyst with two years supporting demand and supply planning for a UK retailer, moving up from a junior analyst role. Builds and maintains weekly demand forecasts across roughly 1,200 SKUs, cleans and reconciles sales and stock data in SQL, and produces the Power BI dashboards the planning team reviews each Monday. Improved forecast accuracy on a fast-moving category by nine points by adding promotional uplift into the baseline model, which reduced stockouts on core lines. Comfortable with advanced Excel, Power Query and the fundamentals of statistical forecasting and safety-stock calculation. Studying towards ASCM CPIM. Looking to take ownership of a category and its end-to-end demand plan.
Mid-level resume summary example
Planning analyst with six years building demand and supply plans for FMCG and retail businesses, currently owning forecasting for a 3,000-SKU grocery range across three channels. Sits between commercial, supply and finance, blending statistical models with market and promotional input into forecasts the S&OP cycle runs on. Lifted forecast accuracy 11 points while cutting excess inventory 15% and halving stockouts on top-selling lines, freeing roughly 1.4 million pounds of working capital. Runs planning in SAP IBP with SQL and Power BI, and rebuilt the replenishment model the wider team now relies on. Known for turning messy inputs into recommendations leaders act on rather than dense spreadsheets. Focused on a demand-planning role where forecasts drive real decisions.
Senior-level resume summary example
Senior planning analyst with ten years in demand and supply planning for consumer-goods and retail supply chains, leading the analytics behind a monthly S&OP cycle covering 8,000 SKUs and a 90 million pound revenue plan. Owns the forecasting methodology, scenario modelling and the alignment of supply and budget to the agreed plan, and mentors two junior analysts. Drove a forecast-accuracy programme that improved MAPE-adjusted accuracy 14 points, cut obsolete stock write-offs by a third and reduced expedited-freight cost, while holding service above 98%. Fluent across SAP IBP, o9, SQL and Power BI, and trusted to present the numbers and the risks to commercial and finance directors. Looking to lead planning analytics for a larger, multi-category operation.
Planning Analyst Work Experience Examples
Achievement bullets for three planning-analyst contexts. Each carries scope, a quantified action and a business outcome, and none echoes the sample:
Early-career / analyst
- Rebuilt weekly demand forecasts for a 1,200-SKU category by folding promotional uplift into the baseline model, lifting forecast accuracy nine points and cutting stockouts on core lines through peak trading.
- Automated the Monday planning pack in SQL and Power BI, cutting report preparation from four hours to twenty minutes and giving the team a live view of forecast versus actual by category.
- Cleansed and reconciled sales and stock data across three source systems, removing duplicate and phantom records that had been quietly distorting replenishment for several fast-moving lines.
- Ran ad-hoc scenario analysis on a supplier delay, modelling the stock impact across channels and recommending a reallocation that protected availability on the highest-margin products.
Demand planning / FMCG
- Lifted forecast accuracy 11 points across a 3,000-SKU grocery range by combining statistical baselines with commercial and promotional input, cutting excess inventory 15% while halving stockouts on top sellers.
- Freed roughly 1.4 million pounds of working capital by resetting safety-stock policy SKU by SKU, holding target service levels while reducing weeks of cover on slow-moving lines across the range.
- Rebuilt the replenishment model the planning team now runs on, replacing a fragile personal spreadsheet with a documented, auditable process that survived two analysts leaving without a dip in service.
- Fed the monthly S&OP cycle with demand scenarios and clear risk-and-opportunity summaries, turning dense forecast detail into a one-page view the leadership team could actually decide from in the meeting.
Financial / FP&A-facing planning analyst
- Aligned the demand plan to the annual budget and reforecast, reconciling volume and value so commercial, supply and finance worked to one number instead of three competing versions.
- Modelled twelve-month scenarios for a range rationalisation, quantifying the margin and inventory impact and supporting a decision that removed 400 unprofitable SKUs without denting revenue.
- Cut obsolete-stock write-offs by a third over a year by building an early-warning report that flagged ageing inventory weeks before it passed the point of profitable sell-through, prompting timely markdowns.
- Presented monthly forecast accuracy, bias and inventory-health metrics to directors, translating the analysis into clear actions rather than leaving them to read the underlying spreadsheets.
Top Planning Analyst Skills
The blend hiring managers screen for runs from forecasting technique to the tools and the commercial judgement that turns a model into a decision:
Hard skills
- Demand Forecasting
- Statistical Forecasting (exponential smoothing, ARIMA)
- Sales & Operations Planning (S&OP)
- Inventory & Supply Planning
- Scenario & What-if Analysis
- Forecast Accuracy (MAPE) & Bias Tracking
- Safety Stock & Replenishment Modelling
- Financial & Budget Planning
- Advanced Excel & Power Query
- SQL
- Power BI / Tableau
- Planning Systems (SAP IBP/APO, o9, Anaplan, Kinaxis)
- ERP Data & Master Data Management
- Data Cleansing & Preparation
- Demand Sensing
- KPI Dashboards & Reporting
- Data Storytelling
Soft skills:
- Analytical thinking
- Commercial awareness
- Clear communication
- Organisation
- Attention to detail
- Stakeholder influence
Certifications for a Planning Analyst
A few credentials genuinely strengthen a planning analyst's profile, spanning supply-chain planning, forecasting and the analytics tools:
-
CPIM
— ASCM (APICS) The most recognised credential for demand and inventory planning; strong signal for planning roles.
-
CPF
— Institute of Business Forecasting (IBF) Directly targeted at forecasting and demand planning; optional but well regarded.
-
CSCP
— ASCM (APICS) Optional; broadens the end-to-end supply-chain context around planning.
-
Power BI Data Analyst Associate (PL-300)
— Microsoft Optional; validates the BI and reporting side that planning analysts lean on daily.
Common Planning Analyst Resume Mistakes
The errors that hold planning analysts back are almost always about vague results and a blurred identity:
- Describing forecasting without a single accuracy number. 'Built demand forecasts' means little; 'lifted accuracy 11 points, cutting stockouts and excess' shows the actual skill.
- Listing tools with no outcome. Excel, SQL and SAP IBP are table stakes; what matters is the decision or saving they produced, so tie every tool to a result.
- Reading like a data analyst, not a planning analyst. Show the supply, inventory or commercial decision your analysis drove, not just the dashboard you built.
- Reporting only one side of the inventory trade-off. Cutting stockouts while excess quietly grew is not a win; name both stockout and excess-inventory impact.
- Hiding the S&OP or commercial connection. If your forecasts fed real planning decisions, say so, because it separates you from pure reporting roles.
Planning Analyst Resume FAQs
The questions candidates most often ask when writing a planning analyst resume:
Lead with forecast-accuracy results and the inventory and service outcomes they drove, then scope (SKUs, channels, horizon), the planning stack you use, and any S&OP involvement. Follow with a signature model or process improvement backed by numbers.
Demand forecasting, scenario analysis, inventory and supply planning, and S&OP, backed by advanced Excel, SQL and a planning system such as SAP IBP or Anaplan. Pair the technical skills with proof you turn analysis into decisions.
Use planning metrics: forecast accuracy or MAPE, bias, stockout reduction, excess and obsolete stock cut, service level, and working capital freed. State the before-and-after and the scope so the numbers carry weight.
No, CPIM is not mandatory, but it is the most recognised planning credential and can strengthen a resume, especially for candidates without a long track record. Demonstrated forecast accuracy usually matters more to hiring managers.
Yes, and be specific. Note advanced Excel and Power Query, the SQL you write, and the planning and BI tools you run. Vague tool lists get filtered, while named platforms match the systems the employer already uses.
One page for early to mid-career analysts, extending to two only for senior analysts leading S&OP or managing others. Depth of measurable results, not a longer task list, is what justifies more space.
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