Hire the Best JSTL Specialists

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Mile P.

Full Stack Software & AI Engineer

Skopje, North Macedonia
$16 per hour
8 jobs
$9K+ total earnings

I'm a Computer Science graduate from FCSE Skopje with a 9.3/10 GPA and proven experience building production systems across the full stack. Backend Development: I work daily with Python and FastAPI for high-performance services, have extensive experience with Spring Boot and Spring Security for enterprise applications, and build RESTful APIs with proper authentication and data persistence layers using Spring Data JPA. Frontend & Full-Stack: I've developed user interfaces with Angular, ReactJS and NextJS and have hands-on experience creating complete full-stack applications from database to UI. Databases & Data: Proficient with PostgreSQL for relational data, Neo4j for graph databases, pgvector for vector similarity search, and Redis for caching in distributed systems. Cloud & Infrastructure: I architect and deploy microservices on Microsoft Azure using Terraform (Infrastructure as Code), containerize applications with Docker and Docker Compose, and have experience with AWS services including Glue for ETL pipelines. AI & Machine Learning: Currently building production RAG (Retrieval-Augmented Generation) systems, developing agentic architectures with LangGraph and AutoGen, and implementing AI workflows with Langfuse for monitoring and observability. DevOps & Best Practices: Established CI/CD pipelines using GitHub Actions with pre-commit hooks and linters, designed distributed systems with RabbitMQ messaging queues, and implement comprehensive monitoring with Spring Boot Actuator. I've proven I can own projects end-to-end, from architecture to deployment, delivering systems that handle thousands of concurrent users. I can help optimize your infrastructure, accelerate your development process, and build scalable solutions that work reliably in production.

Siddhant M.

Data Scientist | AI | ML | Web Scraping | Streamlit | Python | SQL

Pune, India
$15 per hour
51 jobs

Data Engineer & AI Developer | 3+ Years Financial Industry Experience I build data pipelines, AI-powered applications, and automation systems that run reliably at scale. My background spans web scraping, LLM integration, computer vision, betting automation, and full-stack data dashboards — delivered to clients across the US, UK, Europe, and Japan. 💼 Background — 3+ years at a leading Indian bank building risk models, credit scorecards, and AutoML pipelines — PG Diploma in Big Data Analysis ⚡ What I Deliver — Web scrapers handling 1.2M+ URLs and 120K daily pipelines — LLM/AI apps using GPT-4, Gemini, LangChain, RAG, Text-to-SQL — Full Betting automation for horse racing, golf, and football signals — Computer vision pipelines with YOLOv8 and PaddleOCR — Streamlit dashboards, risk scorecards, and AutoML tools 🏆 Notable Work — PitchBook scraper — 1.2M URLs — Njuskalo — 120K daily real estate listings — Text-to-SQL architecture — BetFare — full Betfair automation — LLM Notebook — $1,420 solo delivery — Anti-bot bypass systems 🛠️ Stack Python · Playwright · Selenium · GPT-4 · Gemini · LangChain · Streamlit · PySpark · SQL · YOLOv8 · PaddleOCR · FastAPI · Betfair API · n8n Clean code. Clear communication. Delivered on time.

Pedro D.

Systems Engineer | AI & Machine Learning | Data Science | Developer

Mendoza, Argentina
$10 per hour
2 jobs
$1K+ total earnings

I am a Systems Engineer specializing in scalable architecture and data engineering, with a foundation in full-stack development using Java and React. My expertise extends into data science and AI model implementation, allowing me to tackle complex technical challenges. With experience as a Data Analyst and Engineer, I have successfully led technical projects and collaborate effectively within team environments. My academic background in engineering equips me with the analytical skills necessary to derive insights from data and contribute to innovative solutions. If you're seeking a versatile professional who can bridge the gap between data, technology, and business needs, let's connect to discuss how I can add value to your project.

Muhammad A.

Sr. SQA Engineer | Full-Stack Developer | SharePoint Developer

Jeddah, Saudi Arabia
$15 per hour
22 jobs
$3K+ total earnings

I am a versatile Full-Stack Developer, QA Automation Tester, and SharePoint Developer with experience delivering scalable web applications, enterprise collaboration solutions, and high-quality testing frameworks. Throughout my career, I have worked with startups, enterprise clients, and global organizations, helping teams build reliable software, automate quality assurance processes, and streamline business operations. My unique combination of development, testing, and SharePoint expertise enables me to contribute across the entire software development lifecycle—from requirements analysis and application development to automation testing, deployment, and ongoing support. 💻 Full-Stack Development I build modern, responsive, and scalable web applications using: JavaScript (ES6+) React.js Node.js Express.js HTML5 & CSS3 MySQL MongoDB RESTful API Development & Integration Authentication & Authorization Responsive UI Development API Testing & Debugging Git & Version Control I have experience designing client-side and server-side architectures, developing databases, creating APIs, and integrating third-party services to deliver complete end-to-end solutions. 🧪 QA Automation & Software Testing Manual Testing Test case design and execution using TestLink Defect tracking and management using Jira Functional, Regression, Smoke, UAT, and Usability Testing Requirements validation and gap analysis Cross-browser and cross-device testing SDLC, STLC, Agile, and Scrum methodologies Test documentation and defect triage Automation Testing (Cypress) I develop scalable and maintainable automation frameworks using Cypress and JavaScript. Core Automation Skills CSS Selectors and XPath Locators Dynamic Elements & Complex DOM Handling Assertions and Custom Validations Alerts, Confirmations, and Browser Events IFrames and Nested Frames Child Windows, Tabs, and Modal Handling Calendar and Date Picker Automation Dropdowns and Dynamic UI Components Fixtures, Environment Variables, and Test Data Management API Intercepts, Mocking, and Stubbing Custom Commands and Reusable Components Hooks (before, beforeEach, after, afterEach) File Upload and Download Validation Data-Driven Testing using JSON, CSV, and Excel End-to-End, Smoke, and Regression Test Suites Network Request Validation and Response Verification Reporting & CI/CD Mochawesome and Allure Reporting Cypress Dashboard Integration Parallel Test Execution Retry Strategies and Smart Waits GitHub Actions Bitbucket Pipelines Jenkins Fastlane API Testing Postman Collections and Newman REST API Testing (GET, POST, PUT, PATCH, DELETE) Authentication Testing (API Key, OAuth, Bearer Tokens) Schema Validation Environment Variables and Pre-request Scripts Automated API Regression Suites CI/CD Integration 🌐 SharePoint & Power Platform SharePoint Online & On-Premises Team Sites & Communication Sites SharePoint Lists and Libraries Site Navigation & Audience Targeting Hub Sites & Site Branding Excel-to-SharePoint Data Integration Calendars, Events, Metadata & Versioning InfoPath Designer SharePoint Designer 2013 Nintex Forms & Workflows SharePoint Framework (SPFx) Power Platform Power Apps Custom Forms Canvas Applications Power Automate Workflows Business Process Automation Power BI Dashboards & Reporting 🔗 Integration & Enterprise Solutions MuleSoft API Development & Integration RESTful Services System Integration Data Synchronization Workflow Automation 📌 Additional Skills Jira Project Management Agile & Scrum Methodologies Confluence Documentation Figma (UX/UI Design) Virtual Assistance Video Editing Technical Documentation 🚀 Why Clients Hire Me Full-stack development and testing expertise in one professional Strong analytical and problem-solving skills Excellent communication and documentation Focus on quality, scalability, and maintainability Experience working in Agile environments Reliable, detail-oriented, and deadline-driven Whether you need a web application built from scratch, a SharePoint solution customized, an automation framework developed, or a complete QA strategy implemented, I can help deliver results efficiently and professionally.

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What does a JSTL specialist do?

A JSTL specialist builds dynamic web interfaces by implementing presentation logic in JavaServer Pages using the Jakarta Standard Tag Library. This role replaces raw Java code embedded in HTML with standardized tags that handle iteration, conditionals, and data formatting. The specialist connects backend data to frontend views through Expression Language bindings while maintaining clean separation between application logic and display layers. They refactor legacy scriptlets into maintainable tag-based structures that render correctly across different server environments.

  • Authors JSP pages that use core tag library constructs such as forEach loops and choose-when-otherwise conditionals to control content rendering based on runtime data. The specialist declares taglib directives with correct URIs and prefixes so the JSP container translates these custom actions into valid response markup without errors.
  • Binds JavaBean properties and collection data to tag attributes using Jakarta Expression Language syntax to populate dynamic elements like tables, lists, and conditional blocks. This approach eliminates the need for inline Java scriptlets and keeps the view layer focused on presentation rather than business logic processing.
  • Implements internationalization and output formatting through the fmt tag library to localize dates, numbers, and text strings according to user locale settings. The specialist configures resource bundles and applies format tags to ensure consistent display of regional data formats across the application interface.
  • Refactors existing JSP files that contain embedded Java code into standard action tags to improve readability and maintainability for future development teams. This work involves identifying scriptlet blocks that perform iteration or conditional checks and replacing them with equivalent JSTL tags that achieve the same result through declarative markup.
  • Integrates JSTL function library calls within Expression Language expressions to perform string manipulation tasks such as substring extraction, length checking, and token splitting directly in the view layer. These functions operate on page-scoped variables to transform data before it renders in the final HTML output sent to the client browser.

How to hire a JSTL specialist on Upwork

Step 1: Post a job

Define your JavaServer Pages requirements clearly to attract specialists who understand tag libraries and Expression Language. Use the Job Post Generator powered by Uma™, Upwork's Mindful AI to draft a precise description in seconds. Describe your needs in a few sentences, and Uma creates a tailored post for this role. You can write a new post, update a saved draft, or reuse an existing post.

  • Specify that the freelancer must refactor legacy scriptlets into standard JSTL actions using core and formatting tag libraries.
  • List required proficiency with Jakarta Expression Language bindings to connect JavaBeans data to JSP view components.
  • Clarify if the project involves SQL tag library usage for direct database interactions within the presentation layer.

Step 2: Evaluate candidates

Look for portfolios demonstrating clean JSP code that separates logic from presentation using standard tags. Uma runs instant video interviews and builds shortlists with side-by-side comparisons to help you assess technical fit quickly.

  • Verify experience configuring taglib directives with correct URIs and prefixes for core, fmt, and functions libraries.
  • Check for examples of internationalized output formatted via the JSTL formatting tag library for global audiences.
  • Assess their ability to implement complex iteration and conditional rendering without resorting to Java scriptlets.

Step 3: Interview your top choices

Discuss specific implementation strategies for your web application views during the interview. Schedule and conduct these conversations within Upwork Messages, which generates an immediate transcript and summary after each session.

  • Ask how they handle token operations using the JSTL functions library within Expression Language contexts.
  • Request examples of debugging tag namespace conflicts or translation errors in JSP containers.
  • Explore their approach to maintaining readability when nesting choose, when, and otherwise tags for complex logic.

Step 4: Agree on scope and begin work

Set clear milestones for JSP page updates and tag library integrations before starting. Use Upwork Messages and the contract workroom for communication and project management, plus identity verification, payment protection, hourly tracking, and project funds for security.

  • Define deliverables as refactored JSP files with verified taglib declarations and functional EL bindings.
  • Establish testing criteria to confirm the JSP container correctly interprets all custom and standard actions.
  • Agree on documentation standards for any new custom tags or function libraries added to the project.

Upwork is not affiliated with and does not sponsor or endorse any of the tools or services discussed in this article. These tools and services are provided only as potential options, and each reader and company should take the time needed to adequately analyze and determine the tools or services that would best fit their specific needs and situation.

The rates and information provided in this article are based on current data and industry sources available at the time of publication. Freelance rates can vary depending on factors such as experience, location, project scope, and market conditions. Readers are encouraged to conduct their own research to confirm current rates and trends, as this information may change over time.

How much does hiring a JSTL specialist cost?

$500-$1,500 per project is a typical range for focused JSTL specialist work. Final pricing depends on scope, technical complexity, required integrations, source-material quality, revision needs, and the freelancer's experience level.

JSP taglib configuration

$500-$1,000/project

Entry-level to mid-level
  • Configured taglib URIs and prefixes in JSP headers
  • Mapped EL expressions to JavaBean data sources
  • Verified tag namespace interpretation by the container

Scriptlet refactoring

$1,000-$2,000/project

Mid-level
  • Identified Java code blocks within existing JSP files
  • Replaced scriptlets with JSTL core tags and EL
  • Confirmed identical output after logic migration

UI logic implementation

$2,000-$4,000/project

Mid-level to senior-level
  • Built forEach loops for collection rendering
  • Applied choose and if tags for dynamic content display
  • Implemented fmt tags for date and number localization

Database integration via JSTL

$4,000-$7,500/project

Senior-level
  • Constructed SQL tags for direct database interactions
  • Bound request parameters to query placeholders safely
  • Rendered result sets using iteration tags in the view

Legacy system modernization

$7,500-$12,000/project

Expert-level
  • Assessed full application view layer for deprecated patterns
  • Executed bulk replacement of custom tags with standard JSTL
  • Tuned EL resolution and tag library loading performance

Frequently asked questions

Is hiring a JSTL specialist worth it?

For most businesses, yes: hiring a JSTL specialist is worthwhile. This expert refactors legacy JSP scriptlets into standard tag libraries to improve code maintainability and readability. They implement complex presentation logic using core and formatting tags without mixing Java code into view layers.

How do I evaluate JSTL specialist candidates?

Review their approach to separating presentation logic from business logic in JSP files. A strong candidate demonstrates clean usage of taglib directives and Expression Language bindings rather than embedding raw Java scriptlets. Ask them to explain how they handle iteration and conditional rendering using the core tag library.

What is the difference between JSTL and Jakarta Standard Tag Library?

Jakarta Standard Tag Library is the modern evolution of JSTL under the Jakarta EE specification. The functionality remains similar, but the package namespaces and URI declarations change to align with current Java enterprise standards.

Can a JSTL specialist handle database interactions in JSP pages?

Yes, specialists can use the JSTL SQL tag library to perform basic relational database queries directly within JSP pages. This approach suits simple prototypes or legacy maintenance tasks where full backend refactoring is not immediate.