(USA) Manager, Advanced Analytics
How well this resume fits
Compared with a sample resume. Compare your own
Not sure The job lists no required items.
How close the work is
Moderate2 of 6 named skills are shown in described work and 2 are only listed or mentioned (rule: met = 1, partial = ½; strong ≥ 75%, moderate ≥ 50%).
How strong your resume shows it
ModerateOf 9 supported items, 2 have strong evidence (a reported result or a confirmed answer) and 3 moderate (used in a described task).
What the job asks for
| What the job asks | Required? | Do you have it? | From your resume |
|---|---|---|---|
| Skill SQL Strong hands-on proficiency in SQL, with deep experience in complex analytical queries, joins, query analysis, performance optimization and large scale analytical workloads | Not stated | Yes The résumé shows SQL used with a reported result. (Parsed from lower-quality page text; check it against the original posting.) | Replaced a manual Excel carrier report with a scheduled Python and SQL job, saving the operations team about 8 hours a week. Built and maintain 14 Tableau dashboards on SQL Server for on-time delivery, carrier cost and warehouse throughput, used by 60+ managers each week. Pulled and cleaned patient visit data (about 2M rows a month) in SQL and Python for clinic scheduling reports. |
| Skill Python Strong hands-on proficiency in Python, including coding, debugging and automation | Not stated | Yes The résumé shows Python used with a reported result. (Parsed from lower-quality page text; check it against the original posting.) | Replaced a manual Excel carrier report with a scheduled Python and SQL job, saving the operations team about 8 hours a week. Wrote a demand forecast in Python (pandas, statsmodels) for 120 lanes that cut forecast error from 22% to 14%. Pulled and cleaned patient visit data (about 2M rows a month) in SQL and Python for clinic scheduling reports. |
| Hands-on experience with cloud platforms, analytical data warehouses and workflow orchestration tools, with a strong understanding of data pipelines, storage and compute | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Experience with DevOps practices relevant to data and Analytics workflows, including source control, job scheduling, configuration, deployment, monitoring and operational troubleshooting | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Demonstrated ability to independently diagnose complex technical problems, make sound technical decisions and drive solutions through implementation | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Strong communication skills, with the ability to structure technical problems clearly, explain findings and recommendations, and work effectively with technical and nontechnical stakeholders | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Skill GCP Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment | Not stated | Partly The résumé text names Data analysis, data environment, but the rules can't tell how it was used; check it. (Parsed from lower-quality page text; check it against the original posting.) | Data Analytics Intern Set up data quality checks on 9 source tables that catch missing or late loads before the morning reports run. |
| Skill BigQuery Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment | Not stated | Not sure The résumé doesn't mention BigQuery. That means unknown, not lacking. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Skill Airflow Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment | Not stated | Not sure The résumé doesn't mention Airflow. That means unknown, not lacking. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Experience delivering infrastructure efficiency, performance or cost optimization at scale | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Experience providing hands-on technical guidance or consultation across multiple teams | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| What Success Looks Like | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Success means independently owning complex technical challenges across analytical workloads, infrastructure and automation, while delivering measurable improvements in performance, reliability, operational efficiency and cost and helping Analytics teams improve how their code and workflows are developed and operated. . | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| The amount you receive depends on your job classification and length of employment. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| It will meet or exceed the requirements of paid sick leave laws, where applicable. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| For information about PTO, see https://one.walmart.com/notices. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Education bachelor's Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. | Not stated | Yes B.S. (A past date (2020) is listed; the resume doesn’t say “expected”, so this is treated as completed.) (Parsed from lower-quality page text; check it against the original posting.) | Lakeshore State University B.S. in Statistics, minor in Economics | 2016 – 2020 |
| Tuition, books, and fees are completely paid for by Walmart. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Benefits are subject to change and may be subject to a specific plan or program terms. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| For information about benefits and eligibility, see One.Walmart. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Outlined below are the required minimum qualifications for this position. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| If none are listed, there are no minimum qualifications. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Education Bachelor’s Bachelor’s degree in Business, Finance, Accounting, Statistics, or related field and 2 years' experience in data analytics or related field OR 4 years' | Not stated | Yes B.S. (A past date (2020) is listed; the resume doesn’t say “expected”, so this is treated as completed.) (Parsed from lower-quality page text; check it against the original posting.) | Lakeshore State University B.S. in Statistics, minor in Economics | 2016 – 2020 |
| Experience 2 years Bachelor’s degree in Business, Finance, Accounting, Statistics, or related field and 2 years' experience in data analytics or related field OR 4 years' | Not stated | Yes Dated Experience entries add up to 6.7 years (overlaps counted once); the job asks for 2+. (Parsed from lower-quality page text; check it against the original posting.) | Data Analyst Junior Data Analyst Data Analytics Intern |
| experience in data analytics or related field. | Not stated | Partly The résumé text names Data analysis, but the rules can't tell how it was used; check it. (Parsed from lower-quality page text; check it against the original posting.) | Data Analytics Intern |
| Outlined below are the optional preferred qualifications for this position. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| If none are listed, there are no preferred qualifications. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Skill statistical analysis Certificate in business analytics, data mining, or statistical analysis | Not stated | Partly The résumé text names Data analysis, but the rules can't tell how it was used; check it. (Parsed from lower-quality page text; check it against the original posting.) | Data Analytics Intern |
| Education Masters Masters: Business Administration, Masters: Information Systems, Masters: Statistics | Not stated | Partly The résumé lists a degree below the level the job names. (Parsed from lower-quality page text; check it against the original posting.) | Lakeshore State University B.S. in Statistics, minor in Economics | 2016 – 2020 |
| 850 Cherry Ave, San Bruno, CA 94066-3031, United States of America | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| Walmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
| This policy applies to all employees and aims to create a safe and productive work environment. | Not stated | Not sure The rules can't check this against the résumé. (Parsed from lower-quality page text; check it against the original posting.) | Nothing found |
Left out 7 sentences about pay, benefits: they describe the employer, not what you need.
How the match was worked out
Coverage: what the job asks, what the résumé shows, what is left
36% of the weighted requirements are covered by résumé evidence. preferred: met 1, partly 3, missing 10 · required: met 4, partly 1, missing 4
weight = 3 required / 2 preferred / 1 unknown, +1 emphasis (expert, strong, extensive…), +1 named in the job title, +½ per repeat (max +1); rating = 3 met, 2 partially met with the term in described work, 1.5 partially met (listed or mentioned), 0 unknown or mismatch; coverage = Σ weight×rating/3 ÷ Σ weight over rows that can be judged (work-authorization, location and clearance rows need your answer and are left out).
Missing from the résumé
- required r3 Hands-on experience with cloud platforms, analytical data warehouses and workflow orchestration tools, with a strong understanding of data pipelines, storage an (weight 4.0) missing: Cloud platforms, workflow orchestration tools, ETL / ELT, storage, compute found: Data warehousing
- required r6 Strong communication skills, with the ability to structure technical problems clearly, explain findings and recommendations, and work effectively with technical (weight 4.0) missing: Communication, Stakeholder management
- required r4 Experience with DevOps practices relevant to data and Analytics workflows, including source control, job scheduling, configuration, deployment, monitoring and o (weight 3.0) missing: CI/CD, job scheduling, configuration, deployment, monitoring, IT support found: Data analysis, Version control, Operations
- required r5 Demonstrated ability to independently diagnose complex technical problems, make sound technical decisions and drive solutions through implementation (weight 3.0) missing: Self-starter
- preferred r8 Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment (weight 2.0)
- preferred r9 Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment (weight 2.0)
- preferred r12 What Success Looks Like (weight 2.0) missing: Like
- preferred r13 Success means independently owning complex technical challenges across analytical workloads, infrastructure and automation, while delivering measurable improvem (weight 2.0) missing: Self-starter, Process improvement found: Data analysis
- preferred r14 The amount you receive depends on your job classification and length of employment. (weight 2.0) missing: Machine learning
- preferred r17 Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. (weight 2.0) missing: Walmart, Sam, Club
- preferred r19 Tuition, books, and fees are completely paid for by Walmart. (weight 2.0) missing: Walmart
- preferred r20 Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. (weight 2.0) missing: Machine learning
- preferred r22 For information about benefits and eligibility, see One.Walmart. (weight 2.0) missing: One
- preferred r32 850 Cherry Ave, San Bruno, CA 94066-3031, United States of America (weight 2.0) missing: San Bruno
Only partly shown
- required r27 experience in data analytics or related field. (weight 3.0) found: Data analysis
- preferred r7 Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment (weight 2.0) found: Data analysis, data environment
- preferred r30 Certificate in business analytics, data mining, or statistical analysis (weight 2.0) found: Data analysis
- preferred r31 Masters: Business Administration, Masters: Information Systems, Masters: Statistics (weight 2.0) found: Statistics
Needs your answer
Nothing depends on an answer.
Sentences the rules cannot check (not counted)
- preferred r10 Experience delivering infrastructure efficiency, performance or cost optimization at scale (weight 2.0)
- preferred r11 Experience providing hands-on technical guidance or consultation across multiple teams (weight 2.0)
- preferred r15 It will meet or exceed the requirements of paid sick leave laws, where applicable. (weight 2.0)
- preferred r16 For information about PTO, see https://one.walmart.com/notices. (weight 2.0)
- preferred r21 Benefits are subject to change and may be subject to a specific plan or program terms. (weight 2.0)
- required r23 Outlined below are the required minimum qualifications for this position. (weight 3.0)
- required r24 If none are listed, there are no minimum qualifications. (weight 3.0)
- preferred r28 Outlined below are the optional preferred qualifications for this position. (weight 2.0)
- preferred r29 If none are listed, there are no preferred qualifications. (weight 2.0)
- preferred r33 Walmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on (weight 2.0)
- preferred r34 This policy applies to all employees and aims to create a safe and productive work environment. (weight 2.0)
Lines under a requirements heading the rules could not turn into an item
- Preferred Qualifications: The annual salary range for this position is $104,000.00 - $202,000.00 Additional compensation includes annual or quarterly performance bonuses. Additional compensation for certain positions may also
- Preferred Qualifications...: Primary Location...
Matched by plain text only (not a known skill, so no judgment of how it was used): data environment
What the role does (not weighted)
On the résumé: Data analysis, SQL querying, Operations, Version control
Not on the résumé: Walmart, Platform, Infrastructure Enablement, PIE, CI/CD, WMC, Self-starter, Process improvement, ETL / ELT, Self-starter
Job title terms: Data analysis (found)
What the résumé says (as the rules read it)
Skills: Python (supported by outcome), SQL (supported by outcome), Tableau (supported by outcome), Excel (supported by outcome), pandas (supported by outcome), PostgreSQL (used in task), A/B testing (listed), Git (listed), Matplotlib (listed), NumPy (listed), Power BI (listed)
Roles: Data Analyst at Harborline Logistics (Jun 2022 – Present); Junior Data Analyst at Cedar Ridge Health Network (Jul 2020 – May 2022); Data Analytics Intern at Lakeshore State University, Office of Institutional Research (May 2019 – Aug 2019)
Years in dated roles: 6.7
Education: B.S. in Statistics (completed)
Certifications: Tableau Desktop Specialist, Google Data Analytics Professional Certificate
Quantified achievements: 4
On the résumé but not asked by this job: Healthcare, Reporting, Dashboards, Supply chain, Forecasting, Data cleaning, Active Directory, Research, Spreadsheets
Résumé terms the rules don't know: OH, Server, Network, Office, Access, NYC, Taxi Trip Analysis, Tableau Public, Harborline, Economics, Professional Certificate (matched by plain text only; tell us if one should be a skill)
Job description
Position Summary... What you'll do... About the team Walmart Connect helps businesses reach Walmart customers across their shopping journey through advertising solutions powered by Walmart’s omnichannel scale and first party data. Within Walmart Connect, the Platform & Infrastructure Enablement (PIE) team helps Analytics teams make effective use of platforms and infrastructure, optimize technical workflows, automate recurring technical work, and build reusable platforms where common needs can scale across teams. Our goal is to help Analytics teams operate and scale efficiently through reliable, scalable and cost-efficient platforms, infrastructure and technical workflows. About the Role Analytics Infrastructure & DevOps Lead is a hands-on individual contributor role focused on improving the performance, reliability, and efficiency of Analytics code, workflows, and infrastructure. You will partner directly with WMC Analytics teams to diagnose, review, and help improve complex analytical queries and code; resolve technical and operational challenges; automate recurring work; and strengthen development practices. This role requires strong technical judgment and the ability to independently investigate complex problems, implement practical solutions, and drive continuous improvement across Analytics infrastructure and workflows. Key Responsibilities - Review and optimize complex analytical SQL and workloads, including joins, transformations and scheduled queries, to improve performance, reliability and compute efficiency - Improve infrastructure efficiency across workflows, datasets, storage and compute, and build automation for recurring operational work such as scheduled workloads, monitoring and alerts - Improve development and DevOps practices for Analytics code and workflows, including source control, job scheduling, configuration, deployment and operational monitoring - Provide hands-on technical consultation across code, data pipelines and workflow orchestration, helping Analytics teams diagnose issues and improve the code and workflows they develop without taking ownership of their code or workstreams - Independently own technical initiatives and work with Analytics, platform and infrastructure partners to drive solutions from investigation through implementation and ongoing improvement Qualifications - Strong hands-on proficiency in SQL, with deep experience in complex analytical queries, joins, query analysis, performance optimization and large scale analytical workloads - Strong hands-on proficiency in Python, including coding, debugging and automation - Hands-on experience with cloud platforms, analytical data warehouses and workflow orchestration tools, with a strong understanding of data pipelines, storage and compute - Experience with DevOps practices relevant to data and Analytics workflows, including source control, job scheduling, configuration, deployment, monitoring and operational troubleshooting - Demonstrated ability to independently diagnose complex technical problems, make sound technical decisions and drive solutions through implementation - Strong communication skills, with the ability to structure technical problems clearly, explain findings and recommendations, and work effectively with technical and nontechnical stakeholders Preferred Qualifications - Experience with GCP, BigQuery and Airflow in a large scale Analytics or data environment - Experience delivering infrastructure efficiency, performance or cost optimization at scale - Experience providing hands-on technical guidance or consultation across multiple teams What Success Looks Like Success means independently owning complex technical challenges across analytical workloads, infrastructure and automation, while delivering measurable improvements in performance, reliability, operational efficiency and cost and helping Analytics teams improve how their code and workflows are developed and operated. . At Walmart, we offer competitive pay as well as performance-based bonus awards and other great benefits for a happier mind, body, and wallet. Health benefits include medical, vision and dental coverage. Financial benefits include 401(k), stock purchase and company-paid life insurance. Paid time off benefits include PTO (including sick leave), parental leave, family care leave, bereavement, jury duty, and voting. Other benefits include short-term and long-term disability, company discounts, Military Leave Pay, adoption and surrogacy expense reimbursement, and more. You will also receive PTO and/or PPTO that can be used for vacation, sick leave, holidays, or other purposes. The amount you receive depends on your job classification and length of employment. It will meet or exceed the requirements of paid sick leave laws, where applicable. For information about PTO, see https://one.walmart.com/notices. Live Better U is a Walmart-paid education benefit program for full-time and part-time associates in Walmart and Sam's Club facilities. Programs range from high school completion to bachelor's degrees, including English Language Learning and short-form certificates. Tuition, books, and fees are completely paid for by Walmart. Eligibility requirements apply to some benefits and may depend on your job classification and length of employment. Benefits are subject to change and may be subject to a specific plan or program terms. For information about benefits and eligibility, see One.Walmart. The annual salary range for this position is $104,000.00 - $202,000.00 Additional compensation includes annual or quarterly performance bonuses. Additional compensation for certain positions may also include : - Stock ㅤ ㅤ ㅤ ㅤ Minimum Qualifications... Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications. Bachelor’s degree in Business, Finance, Accounting, Statistics, or related field and 2 years' experience in data analytics or related field OR 4 years' experience in data analytics or related field. Preferred Qualifications... Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications. Certificate in business analytics, data mining, or statistical analysis Masters: Business Administration, Masters: Information Systems, Masters: Statistics Primary Location... 850 Cherry Ave, San Bruno, CA 94066-3031, United States of America Walmart and its subsidiaries are committed to maintaining a drug-free workplace and has a no tolerance policy regarding the use of illegal drugs and alcohol on the job. This policy applies to all employees and aims to create a safe and productive work environment.