Fulfillment Analytics & Experimentation Engineer

Archer; Atlanta (GA); On-site; USD 120,000 - 180,000; Full time

Job summary

Archer, collaborating with Stord, seeks a Test & Analytics Engineer to design and run experiments in a live warehouse environment, translating data into actionable improvements for fulfillment throughput and inventory strategies.

You will work closely with warehouse teams to ensure tests reflect real-world constraints, apply advanced analytics, and drive measurable improvements in operational performance. This role involves on-site responsibilities in a high-volume distribution setting.

Qualifications

• Bachelor’s degree in a highly quantitative field; Master’s degree preferred.
• 5+ years of experience in advanced analytics, process engineering, testing strategy, or operations analytics within high-volume logistics or 3PL environments.
• Strong expertise in statistical analysis and A/B testing methodologies, with ability to derive statistically significant and scalable conclusions from operational data.
• Advanced SQL skills for querying and analyzing warehouse and fulfillment performance data.
• Proficiency in data visualization tools such as Tableau or Power BI.
• Programming experience in Python or R for data manipulation, scripting, and statistical analysis.
• Experience conducting time-and-motion studies or process mapping in warehouse or manufacturing environments.
• Ability to travel domestically 25% annually.

Responsibilities

• Define clear hypotheses, success metrics, and measurement frameworks for all operational experiments conducted within the lab environment
• Establish disciplined test governance to ensure experiments are structured, comparable, and decision-ready
• Rapidly discontinue experiments that do not demonstrate measurable operational improvement to maintain agility and resource efficiency
• Design, execute, and analyze multi-pass picking workflows versus traditional single-pass picking to evaluate productivity, travel distance, and throughput impacts
• Partner directly with warehouse associates executing fulfillment operations to ensure test conditions accurately reflect real-world constraints and behaviors
• Evaluate and model advanced inventory strategies, including multi-SKU binning, dynamic slotting based on order profiles, and predictive replenishment systems
• Assess co-mingled inventory strategies, measuring impact across storage density, inventory availability, fulfillment speed, and replenishment efficiency
• Translate experimental results into actionable recommendations for warehouse configuration and inventory logic
• Work closely with warehouse associates performing day-to-day fulfillment activities to ensure experimental design aligns with operational reality
• Incorporate field feedback into test design, execution refinement, and interpretation of results

Skills

Statistical analysis

A/B testing

SQL

Data visualization

Python or R

Time-and-motion studies

Simulation models

Travel 25%

Education

Bachelor’s degree in quantitative field

Tools

Tableau

Power BI

Job description

Archer, collaborating with Stord, seeks a Test & Analytics Engineer to design and run experiments in a live warehouse environment, translating data into actionable improvements for fulfillment throughput and inventory strategies.

You will work closely with warehouse teams to ensure tests reflect real-world constraints, apply advanced analytics, and drive measurable improvements in operational performance. This role involves on-site responsibilities in a high-volume distribution setting.