ATS-Friendly Resume Template for Search & Knowledge Systems Engineers

A readable structure

• Header: Name, city/state, professional email, phone, LinkedIn and a relevant portfolio or repository URL when it helps the application. Avoid a photo, graphics, text boxes, icons and multi-column contact blocks.
• Profile: Two or three plain sentences stating your actual role level, kind of systems built, business context and strongest supported results. Match the vacancy's language where it truthfully describes your work.
• Core skills: A short, grouped list of real methods and tools. Spell out an abbreviation at first use when space allows, for example “retrieval-augmented generation (RAG).”
• Experience: Employer, location or remote, title and dates in a consistent pattern. Give recent, relevant work the most detail. Begin bullets with an action, name the system or task, and add a measured result or useful output when you have evidence.
• Selected project: Include one project only if it adds direct evidence missing from employment history. State your own contribution, source/data scope, tests and result. Label a personal or team project honestly.
• Education and credentials: Give the exact earned degree, institution and completion date when relevant. Add a credential only if actually obtained and accurately named.

Use ordinary headings such as Professional Profile, Core Skills, Professional Experience, Projects and Education. A plain single-column document with normal text and bullets is easier to scan than a decorative layout. Test the exported file by copying its text into a plain editor: names, dates, headings and bullets should remain in a sensible reading order. Keep a version for each target job and proofread both the visible page and extracted text.

Role-specific keyword bank

Choose only terms that match both the posting and your evidence:

Named products belong in the resume only when you used them. A product listed as preferred in one employer's advertisement is not a general requirement. For example, the LTS platform role distinguishes its “Nice to Have” stack from core responsibilities.

Copyable blank resume

Copy this single-column model and replace every italic instruction with your own verified information. Delete a section or bullet that does not fit your experience. Keep the heading order, plain text and consistent dates. The instructions are intentional blank fields, not claims to include in an application.

Name and contact

Full name: Enter your professional name.
Location: Enter city and state, or an accurate remote-work location.
Email: Enter a professional email address. | Phone: Enter a reachable number.
Professional links: Enter your LinkedIn URL and one relevant portfolio or repository URL, if useful.

Professional Profile

Write two or three sentences: your actual discipline and experience level; the source, search, retrieval or application work you completed; and one supported output or result relevant to the target role. Remove any skill you cannot substantiate in the sections below.

Core Skills

• Retrieval: Enter only methods you have used, such as lexical search, vector retrieval, structured filtering or evaluation.
• Data and ingestion: Enter relevant source formats, extraction, metadata, indexing or pipeline skills you can demonstrate.
• APIs and services: Enter the application, integration or interface work you personally performed.
• Quality and operations: Enter real evaluation, access testing, monitoring or incident work.
• Tools: Enter specific products or languages you used; remove this line if the entries add no evidence.

Professional Experience

Employer: Enter the organization's name. | Location: Enter city/state or remote.
Job title: Enter your actual title. | Dates: Enter month/year to month/year or Present.

• Enter a source or information problem you worked on, the action you took and the usable output.
• Enter a retrieval, indexing, API or evaluation contribution and how you tested it.
• Enter a measured result only if you retain its baseline and method; otherwise name the completed work product and quality check.
• Enter one collaboration, decision record or handoff that shows your own contribution, if relevant.

Earlier employer: Enter the organization's name. | Location: Enter city/state or remote.
Earlier job title: Enter your actual title. | Dates: Enter month/year to month/year.

• Enter one relevant responsibility, your action and its output.
• Enter a second relevant achievement or remove this bullet.

Selected Project

Project name: Enter a concise, accurate name. | Context and date: State whether this was employment, volunteer or personal work, and when.
Describe the user problem, your own contribution, source and access boundaries, retrieval or evaluation method, and verifiable outcome. Remove this section if your work history already provides the evidence.

Education and Credentials

Qualification: Enter an earned degree or accurately described in-progress qualification. | Institution: Enter the institution's name. | Date: Enter completion year or expected date accurately.
Additional credential: Enter an earned, relevant credential by its exact name, or delete this line.

For recent work, keep the most relevant three to six evidence-rich bullets and use fewer for older roles. A strong bullet combines action + system or source + your contribution + test, output or measured result. Do not create a metric to complete the pattern. Keep only the skills and sections you can explain and verify.

Tailoring checklist

• Read the target vacancy's duties and separate required from preferred qualifications.
• Keep the title and profile close to your real experience; do not relabel an unrelated job as a search-engineering role.
• Map each selected keyword to a specific experience bullet, project or skills entry that you can explain in an interview.
• Show the source, method, output and test where a bullet claims RAG or enterprise search work.
• State your own contribution in team work; name an approver or decision owner accurately when authority matters.
• Remove unverified metrics, copied vacancy wording, generic personality claims and tools you have not used.
• Check dates, spelling, links, plain-text extraction and file name before applying.

Completed resume

Fictional example for learning purposes.

Jordan Ellis
Portland, OR | jordan.ellis@example.com | +1 503 555 0148 | linkedin.com/in/jordan-ellis-search

Professional Profile

Software engineer with six years of experience building internal search and data services, including document ingestion, hybrid retrieval and application APIs. At Morrowline Digital, improved answer-source coverage in a support knowledge pilot by testing retrieval against reviewed questions and resolving source metadata gaps. Works with domain owners, product and security partners to turn search requirements into traceable releases.

Core Skills

• Retrieval: lexical and vector search, hybrid ranking, metadata filtering, source citations, retrieval-augmented generation.
• Data and integration: document extraction, ingestion pipelines, SQL, Python, REST APIs, scheduled synchronization.
• Quality and operations: relevance judgments, regression sets, identity-based access tests, latency monitoring, incident review.
• Tools: PostgreSQL, OpenSearch, Git, CI pipelines, dashboard and logging tools.

Professional Experience

Morrowline Digital | Portland, OR
Software Engineer, Knowledge Systems | March 2023–Present

• Built an ingestion service for 18,000 approved support articles and product guides, preserving source owner, update date and access group as searchable metadata.
• Added lexical and vector retrieval with a documented ranking comparison for 240 reviewed support questions; top-five source coverage rose from 71% to 84% in the team's evaluation set.
• Implemented user-group filters before result assembly and tested 32 authorized and denied identity/source pairs with security reviewers before release.
• Published a REST endpoint that returns answer passages with source references; worked with product and support leads to review unsupported-answer cases every release.
• Reduced index refresh failures from nine to two per month by validating connector payloads and routing malformed documents to a repair queue.

Bayleaf Labs | Eugene, OR
Data Engineer | July 2020–February 2023

• Built Python and SQL pipelines that normalized product documentation and event records for analytics and internal lookup.
• Added schema and record-count checks to scheduled ingestion jobs, cutting repeated data-repair tickets from 12 to four per quarter.
• Documented source ownership and handoff steps with application engineers when upstream fields changed.

Selected Project

Internal policy search pilot | Morrowline Digital | 2024
Scoped document access with the policy owner, prepared a 60-question test set, and compared lexical, vector and hybrid retrieval. Recommended hybrid retrieval only for question types where it improved judged source coverage without breaking access filters; recorded unresolved ambiguous terms for policy-owner review.

Education

Bachelor of Science, Computer Science | Cascadia Valley University | 2020

Use the example well

The completed resume shows the relation among source preparation, retrieval, authorization tests and measured outcomes. Its numbers, organizations and education illustrate formatting and evidence specificity; replace them with your own verified history. When your work has no reliable metric, state the usable output, scope and quality check without manufacturing a percentage.