UI Engineer, AI

📍 Job Overview

Job Title: UI Engineer, AI

Company: LogicMonitor

Location: Bangalore, India

Job Type: Full-Time

Category: Frontend Engineering / AI Product Development

Date Posted: 2026-07-31

Experience Level: 3-5 Years

Remote Status: Hybrid

🚀 Role Summary

• Develop intuitive, responsive, and performant frontend experiences for LogicMonitor's AI-powered hybrid observability platform, Edwin AI.

• Collaborate closely with Product Management, Design, AI Platform, Backend, AIOps, and SRE teams to translate complex observability data and AI-generated insights into actionable user interfaces.

• Build production-grade web applications leveraging modern frontend technologies like React, TypeScript, JavaScript, HTML, and CSS.

• Implement interactive and real-time data visualizations for metrics, logs, traces, alerts, events, topology, and incidents.

📝 Enhancement Note: While the title is "UI Engineer, AI," the responsibilities clearly indicate a deep focus on frontend development within an AI product context, rather than AI research or core AI model development. The role is situated within an operations technology company, suggesting a need for understanding how frontend interfaces support IT operations and observability.

📈 Primary Responsibilities

• Design and implement user interfaces for AI-assisted incident investigation, root-cause analysis, alert correlation, proactive recommendations, and automated remediation workflows.

• Develop robust and scalable frontend applications using React, TypeScript, JavaScript, HTML, and CSS, ensuring high performance and responsiveness.

• Create dynamic and interactive views for visualizing key observability data points including metrics, logs, traces, alerts, events, and network topology.

• Implement real-time data streaming capabilities using technologies such as Server-Sent Events (SSE), WebSockets, or GraphQL subscriptions to provide immediate insights.

• Build and maintain reusable UI components and contribute to the evolution of design systems using tools like Storybook, Tailwind CSS, CSS Modules, and Radix UI.

• Manage frontend data fetching, state management, and caching strategies using libraries such as TanStack Query, Zustand, Redux Toolkit, or Jotai, integrating with GraphQL or REST APIs.

• Develop sophisticated data visualization components including custom dashboards, charts, timelines, tables, and complex topology maps to aid in data analysis and troubleshooting.

• Implement AI-specific User Experience (UX) patterns, such as streamed responses, citation mechanisms, source attribution for AI insights, confidence indicators, user feedback capture, and human-in-the-loop approval workflows.

• Drive improvements in frontend performance, web accessibility (WCAG compliance), responsiveness across devices, and cross-browser compatibility.

• Write comprehensive unit, integration, component, and end-to-end tests to ensure code quality and application stability.

• Integrate browser monitoring, OpenTelemetry, structured logging, and product analytics tools for performance tracking and user behavior analysis.

• Actively participate in technical design discussions, code reviews, production debugging, and the end-to-end delivery of frontend features.

📝 Enhancement Note: The responsibilities are heavily weighted towards frontend development, with a specific emphasis on data visualization, real-time data handling, and integrating AI-generated insights into the user experience. This suggests a need for engineers who can bridge the gap between complex data processing and intuitive visual representation for IT operations professionals.

🎓 Skills & Qualifications

Education: Bachelor’s degree in Computer Science, Software Engineering, Human-Computer Interaction, or a related technical field, or equivalent practical experience.

Experience: 3–5 years of professional experience in building modern web applications, particularly within the SaaS, analytics platforms, developer tools, or workflow-driven application domains.

Required Skills:

• Strong proficiency in React, TypeScript, JavaScript, HTML, and CSS for building dynamic web interfaces.

• Extensive experience with modern frontend frameworks and build tools such as Next.js, Vite, or Webpack.

• Deep understanding of core frontend concepts including component design patterns, efficient state management, robust API integration (REST, GraphQL), effective caching strategies, error handling, and asynchronous programming.

• Proven ability to consume and integrate data from various API types including REST, GraphQL, WebSockets, and SSE.

• Experience in creating responsive, accessible (WCAG compliant), and high-performance user interfaces.

• Familiarity with design systems, component libraries, and collaborative workflows with Product Designers.

• Experience building data-rich interfaces such as dashboards, charts, and tables.

• Proficiency in automated testing methodologies (unit, integration, E2E), Continuous Integration/Continuous Deployment (CI/CD) pipelines, feature flagging, and production debugging techniques.

• Demonstrated ability to independently deliver well-defined frontend features and articulate technical trade-offs clearly. Preferred Skills:

• Experience with UI component libraries like Storybook and utility-first CSS frameworks such as Tailwind CSS.

• Familiarity with state management libraries like Zustand, Redux Toolkit, or Jotai, and data fetching libraries such as TanStack Query.

• Experience with real-time data streaming technologies (SSE, WebSockets).

• Knowledge of accessibility best practices and implementation.

• Experience with performance optimization techniques for web applications.

• Familiarity with observability platforms, AIOps, or related IT operations technologies.

📝 Enhancement Note: The emphasis on "3-5 years of experience" and the specific tool requirements suggest a mid-level engineer role. The "equivalent practical experience" clause for education allows for strong candidates without a formal degree. The "AI-assisted" nature of the product implies a need for engineers who can think about user experience in the context of data-driven insights and automation.

📊 Process & Systems Portfolio Requirements

Portfolio Essentials:

• Showcase projects demonstrating proficiency in building complex, data-intensive frontend applications, ideally within a SaaS or observability context.

• Highlight examples of interactive dashboards, data visualizations, or real-time data feeds that you have developed.

• Include case studies of how you've improved frontend performance, accessibility, or user experience in previous roles.

• Provide evidence of your ability to work with APIs (REST, GraphQL) and manage application state effectively. Process Documentation:

• Demonstrate understanding of the software development lifecycle, including requirements gathering, technical design, implementation, testing, and deployment.

• Provide examples of how you've contributed to or implemented CI/CD pipelines and automated testing strategies.

• Showcase experience with version control systems (e.g., Git) and collaborative development workflows.

• Illustrate your approach to debugging and problem-solving in production environments.

📝 Enhancement Note: For a UI Engineer role, a portfolio is crucial. The emphasis should be on practical application of skills, showcasing interactive components, data handling, and performance optimization. For operations-adjacent roles like this, demonstrating an understanding of how the UI supports operational workflows and decision-making is a significant plus.

💵 Compensation & Benefits

Salary Range:

Based on industry benchmarks for a UI Engineer with 3-5 years of experience in Bangalore, India, the estimated annual salary range is ₹12,00,000 to ₹25,00,000. This range can vary based on the candidate's specific skills, experience, and performance during the interview process.

Benefits:

• Comprehensive health insurance (medical, dental, vision).

• Paid time off, including vacation, sick leave, and public holidays.

• Opportunities for professional development, training, and attending industry conferences.

• Retirement savings plan or provident fund contributions.

• Potential for stock options or performance-based bonuses.

• Access to modern office facilities and amenities.

• Hybrid work model allowing for flexibility.

Working Hours: Standard full-time work week, typically 40 hours, with potential for flexibility depending on project needs and team collaboration schedules. The role is based in Bangalore, India, aligning with local business hours and time zones (Asia/Kolkata).

📝 Enhancement Note: Salary estimation is based on current market data for experienced UI Engineers in Bangalore. The benefits listed are typical for a mid-sized tech company in India. The "Hybrid" work arrangement implies a need for engineers to be available during core business hours for collaboration in the office.

🎯 Team & Company Context

🏢 Company Culture

Industry: Technology - Hybrid Observability Platform / AI-Powered IT Operations Management. LogicMonitor operates in the rapidly growing IT infrastructure monitoring and observability market, leveraging AI to enhance its platform.

Company Size: LogicMonitor is a significant player in the SaaS market, indicated by its "Great Place To Work" and "BuiltIn's Best Places to Work" certifications, suggesting a company that values employee experience and growth. It's likely a medium-to-large enterprise in the tech sector.

Founded: LogicMonitor was founded in 2006. This history indicates a mature company with established processes and a track record in the market, now aggressively integrating AI into its core offerings.

Team Structure:

• The UI Engineer will be part of a dedicated frontend engineering team focused on the Edwin AI product. This team likely comprises other frontend engineers, UI/UX designers, and potentially frontend leads.

• This team will collaborate closely with product managers, backend engineers, AI platform specialists, AIOps engineers, and Site Reliability Engineers (SREs) to deliver cohesive product features.

• The reporting structure will likely involve a Frontend Engineering Manager or a Director of Engineering, who oversees multiple engineering teams. Methodology:

• LogicMonitor emphasizes an "AI-first" approach to hybrid observability, meaning data analysis, insight generation, and anomaly detection are heavily driven by artificial intelligence.

• The company fosters a culture of continuous improvement, agility, and customer obsession, as reflected in their values and certifications.

• Development processes likely follow agile methodologies (e.g., Scrum, Kanban) with a strong focus on code quality, testing, and performance.

Company Website: https://www.logicmonitor.com/

📝 Enhancement Note: The company culture emphasizes innovation (AI-first), customer focus, and employee well-being. For a UI Engineer, this means working on a product that directly impacts customer success in managing complex IT infrastructure, within a supportive and growth-oriented environment. The "Centers of Energy" concept suggests a hybrid work model where employees leverage office spaces for collaboration and specific work needs.

📈 Career & Growth Analysis

Operations Career Level: This role is a mid-level UI Engineer position, suitable for individuals with 3-5 years of dedicated frontend development experience. It requires the ability to work independently on feature