Transportation
Supply Chain Analyst II
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A Supply Chain Analyst II is a mid-senior analyst who leads complex transportation and logistics projects independently — network optimization studies, carrier RFPs, freight cost modeling, and cross-functional supply chain improvement initiatives. They mentor junior analysts, manage stakeholder relationships, and are expected to own projects from data extraction through executive presentation.
Role at a glance
- Typical education
- Bachelor's degree in supply chain, logistics, engineering, or business analytics
- Typical experience
- 4-7 years
- Key certifications
- APICS CSCP, CSCMP
- Top employer types
- 3PLs, retailers, manufacturers, consulting firms
- Growth outlook
- High-demand; driven by increasing logistics costs and structural investments in analytics infrastructure
- AI impact (through 2030)
- Augmentation — AI can automate routine data wrangling and SQL generation, but the role's value lies in complex strategic modeling, stakeholder management, and connecting data to financial business cases.
Duties and responsibilities
- Lead transportation network optimization studies — mode mix, distribution center placement, lane consolidation — and present findings and recommendations to senior leadership
- Manage the end-to-end carrier bid process: develop RFP packages, analyze carrier responses, model scenario economics, and recommend award decisions
- Build multi-variable freight cost models in Python, SQL, or Excel to quantify the impact of rate changes, volume shifts, and network restructuring
- Develop and own supply chain performance reporting infrastructure: design KPI frameworks, build automated dashboards, and maintain data integrity across reporting systems
- Conduct root cause analysis on significant supply chain failures — service disruptions, cost overruns, inventory imbalances — and deliver structured findings with corrective action plans
- Mentor Supply Chain Analyst I staff on analytical methods, data management practices, and business communication
- Partner with finance on supply chain cost forecasting, budget variance analysis, and capital project ROI modeling
- Support contract negotiations with carriers, 3PLs, and logistics technology vendors by providing cost and performance data
- Identify and qualify automation opportunities in supply chain reporting and data workflows; implement solutions using Python scripts, TMS integrations, or BI tools
- Monitor market conditions — carrier capacity, fuel prices, port congestion, trade regulations — and assess implications for transportation strategy
Overview
A Supply Chain Analyst II is the senior individual contributor on the analytics team — the person who takes on projects that require methodological independence, executive-level communication, and the ability to connect data findings to strategic decisions.
The work is project-driven. A carrier network analysis might take six weeks: pulling 24 months of shipment history, building a lane-level performance model, benchmarking against market rates, identifying consolidation opportunities, modeling the three most promising restructuring scenarios, and presenting findings to the VP of Supply Chain with a clear recommendation and a financial case. Then move to a distribution center footprint analysis that takes ten weeks. The variety is real and the project scope is substantially larger than what an Analyst I handles.
The stakeholder dimension is more complex at this level. An Analyst II isn't just presenting to their manager — they're fielding questions from procurement directors, responding to CFO requests for freight cost forecasting, and working with operations VPs who have conflicting priorities about how carrier decisions should be made. Managing those relationships without losing analytical rigor is a skill that develops with experience.
The mentoring dimension is also real. Senior analysts in functioning teams are expected to develop junior analysts — reviewing their work, teaching them to ask better analytical questions, and helping them build the business communication skills that separate useful analysis from technically correct but ignored analysis.
Qualifications
Education:
- Bachelor's degree in supply chain, logistics, industrial engineering, operations research, or business analytics required
- Master's in supply chain, data analytics, or MBA valued for roles with broader strategic scope
- APICS CSCP and CSCMP certifications signal depth beyond what most company training programs provide
Experience benchmarks:
- 4–7 years of supply chain or logistics analysis experience
- Track record of leading multi-week analytical projects independently and presenting results to director or VP-level stakeholders
- Experience with at least one complete carrier RFP or network optimization project from start to finish
Technical skills:
- SQL: complex queries, multi-table joins, window functions, performance optimization for large datasets
- Python or R: data wrangling with pandas/dplyr, statistical analysis, basic optimization modeling
- BI tools: Power BI or Tableau — not just using dashboards but building and maintaining them
- TMS platforms at a configuration level, not just a transaction level
- Network modeling tools: Llamasoft (now Coupa Supply Chain Guru), IBM ILOG, or custom Python/linear programming approaches
Supply chain domain expertise:
- Transportation economics: mode cost structures, accessorial mechanics, carrier financial health indicators
- Carrier contract structure: discount tiers, FAK ratings, deficit weight rules, fuel surcharge tables
- Inventory-transportation trade-offs: safety stock, transit time, order frequency economics
- International freight basics: Incoterms, ocean rates, air freight dynamics, customs duties as they affect total delivered cost
Career outlook
Supply Chain Analyst II is a high-demand level in the analytics labor market. Companies consistently report difficulty finding analysts who combine technical depth (SQL, Python, BI tools) with supply chain domain knowledge (freight markets, carrier contracts, inventory dynamics). The people who do combine these skills are in short supply relative to demand.
The primary demand drivers are structural and durable. Physical goods companies are investing heavily in supply chain analytics infrastructure as freight and logistics costs have grown to represent a larger share of total cost structure. Those investments require experienced analysts who can configure and extract value from them — building the reports, identifying the opportunities, and making the case to leadership for changes that save money.
Freight market volatility over the past five years — the 2021 capacity crunch, 2022 rate crash, ongoing port disruptions, carrier consolidation — has elevated the perceived value of analysts who can model the cost implications of market shifts and help companies position their carrier strategies accordingly.
Career mobility is strong. An Analyst II with a track record of quantified supply chain savings and demonstrated ability to manage complex projects is attractive to 3PLs, retailers, manufacturers, and consulting firms. The combination of technical skills and supply chain domain knowledge transfers across industries and keeps the career options broad.
For analysts targeting director or VP roles, developing business relationship skills alongside the technical work is the rate-limiting factor. The people who make it to senior leadership positions in supply chain are typically those who found ways to be visible on cross-functional projects and built credibility with finance and operations leadership — not just the supply chain function.
Sample cover letter
Dear Hiring Manager,
I'm applying for the Supply Chain Analyst II position at [Company]. I'm currently a Supply Chain Analyst at [Company], where I've spent three and a half years supporting logistics strategy for a retail distribution network with approximately $120 million in annual freight spend.
The project I've invested the most in was a distribution network analysis we completed last year. Leadership wanted to understand whether adding a cross-dock facility in the Southeast would reduce both freight cost and transit time for our Florida and Carolina markets. I built a landed cost model comparing the current direct-from-DC model against the cross-dock scenario across 18 months of historical shipments. The model incorporated freight rates, facility operating cost estimates, and inventory carrying cost at each configuration. The analysis showed that the cross-dock added cost at current volume levels but had a clear tipping point at approximately 15% volume growth — which fed directly into the capital planning discussion.
I've also built out our carrier performance reporting from scratch in Power BI. The previous process was a weekly Excel report that took four hours to produce. The new dashboard pulls directly from our TMS overnight and includes on-time performance, claims rate, transit time variance, and invoice accuracy by carrier. The four hours went away; the visibility improved.
I'm looking for a role with more network complexity and a larger freight spend to work with. [Company]'s multi-modal network and international freight exposure is the environment where I'd develop the fastest. I'd welcome a conversation.
[Your Name]
Frequently asked questions
- What technical skills separate an Analyst II from an Analyst I?
- An Analyst I works primarily in Excel and standard reports; an Analyst II is expected to write SQL queries against production databases, build Python scripts for data processing, and develop automated BI dashboards. The II level is also distinguished by the ability to scope and manage a complex analytical project independently — deciding what data to pull, what questions to ask, and how to structure findings — without step-by-step direction.
- What does leading a carrier RFP process actually involve?
- A full RFP process takes 8–16 weeks and involves building the lane and volume dataset, issuing the RFP package to carriers, managing carrier Q&A, normalizing bid responses across different rate structures, building a scenario model that compares award options, and presenting the recommendation with supporting financials. The analyst manages all of this while handling questions from procurement, operations, and legal throughout the process.
- How important is network design knowledge at this level?
- Significant. Analyst IIs are frequently asked to model distribution network scenarios — should we add a distribution center in the Midwest? Does bypassing our regional DC for high-velocity SKUs reduce cost? These questions require understanding how transit times, freight cost, inventory carrying cost, and facility operating cost interact. Formal training in network design or optimization methods is a differentiator.
- What is the career path from Supply Chain Analyst II?
- Common progressions include Senior Supply Chain Analyst, Supply Chain Manager, Transportation Manager, or Logistics Strategy Manager. Analysts with strong quantitative backgrounds sometimes move into supply chain data science or operations research roles. Those who develop executive presence and business relationship skills often move faster into management than equally technical peers who focus purely on models.
- How is AI affecting what an Analyst II is expected to do?
- AI tools are taking over pattern detection and routine anomaly flagging that analysts previously did manually — carrier scorecards, invoice error detection, demand forecasting. This is pushing Analyst IIs toward more complex, judgment-intensive work: scenario planning, strategic trade-off analysis, and the interpretation layer that converts model output into business decisions. Analysts who use AI tools to go faster rather than treating them as competition are gaining significant productivity advantages.
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