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Applied AI Engineer - MERN Stack
Applied AI Engineer - MERN Stack

Applied AI Engineer - MERN Stack at Procedure · Remote only · 4 - 10 years · ₹10L - ₹20L / yr (ESOP available) · Bootstrapped · Remote only · Posted 21 Sep 2025

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Applied AI Engineer - MERN Stack

Adithya K's profile picture
Posted by Adithya K
4 - 10 yrs
₹10L - ₹20L / yr (ESOP available)
Remote only
Skills
MERN Stack
Artificial Intelligence (AI)
AI Agents
TypeScript
Large Language Models (LLM)

Procedure is hiring for WorkHero.


Across the U.S., thousands of small HVAC businesses are drowning in admin. WorkHero pairs seasoned office managers with AI workflows to free up their time, unlock growth, and modernize the trades. We handle everything that touches the back office of a small HVAC operation: billing, rebates, permits, warranties, marketing, and more. Our customers save dozens of hours every week, allowing them to focus on growing their business.


We are building at the intersection of Human and AI automation, and that’s where you come in!


How you will help us achieve it

As an Applied AI Engineer, you will collaborate with the company founders, product team, and office managers to develop agentic workflows for many of their daily processes. You will ideate, design, implement, and maintain the software side of the product. You will design the UX, develop the front end interfaces, build backend routes and design database models. The bulk of this role is interacting with office managers to understand their workflows and then creating and managing AI agents & workflows to make them more efficient.


In your day to day, you will:

  • Partner with our frontline staff to understand their work so you can automate it with AI and save them time
  • Live on the cutting edge of Human & AI interactions, keeping up to date with the latest patterns and how they apply to WorkHero and our workflows
  • Contribute to exceptional code quality and performance of the code base
  • Mentor young engineer(s) to be great at their craft, as our team grows


Key Details

  • You can work remotely from anywhere with an overlap of at least four hours with the product team (6 pm to 10 pm IST)
  • This role involves participating in calls with US-based stakeholders
  • The compensation comes with a salary and an equity component
  • Location - Remote
  • YOE - 5 to 10 years
  • NP - Immediate to 30 days


You’ll thrive if you

  • Care about your craft and the mission of the software you are developing
  • Are enterprising and can figure out how to convert workflows/playbooks to AI agents
  • Work with cutting-edge AI tools and APIs
  • Don’t just complete tickets that are assigned to you; you think deeply about the product and how you can make it great, then put that into action
  • Enjoy developing 0-1 software products iteratively
  • Are proficient in the Typescript ecosystem, including monorepos.
  • Are skilled in React and Express (Koa is a plus) or similar tech
  • Are pragmatic and understand trade-offs in software engineering


Requirements

  • 4+ years of experience in building software products
  • Have created applications using AI and LLMs. Can understand when to prompt, use RAG, create agents or fine-tune an LLM
  • Have solid experience with the MERN stack
  • Ability to debug and optimize complex systems
  • Excellent communication and collaboration skills


Bonus points if you have

  • Experience in mentoring junior team members. Better if they had gone to replace you in your team, allowing you to take up a more meaningful role
  • Familiarity with our tech stack (React, Koa, Mongo, AWS, React Native)
  • A good understanding of UX best practices for SaaS based interfaces & AI
  • Built apps using React Native
  • A deep understanding of infrastructure and can optimize for cost
  • Set up evaluation frameworks for agentic workflows
  • Contributed to open-source projects


Your First Six Months

  • You will be working on creating AI Agents/Workflows based on the playbooks for some of the crucial workflows of HVAC office managers
  • You will work on building the frontend, APIs and apply AI knowledge to add features to the office manager and admin portal, as well as the mobile app
  • You will be using Vercel AI SDK to create abstracted AI agents and workflows with the capability of falling back to different providers
  • You will demo the agentic workflows to US-based stakeholders—small HVAC business owners, product team and office managers
  • You will monitor and manage the AI Workflows, ensuring quality and accuracy, improving them over time



About engineering at WorkHero

We value:

  • High ownership and fast iteration
  • Deep understanding our tools and systems
  • Continuous improvement, both technically and interpersonal


Our technology stack:

  • Full Stack TypeScript (React, React Native, KoaJS Backend, CRXJS Browser Extension)
  • NX Monorepo with shared typing & libraries
  • Infrastructure:
  • AWS (ECS, Hosted RMQ)
  • MongoDB Atlas
  • Firebase & GCP services
  • AI Tooling (Anthropic, OpenAI, Gemini, Deepgram)


Our team

  • The Company is funded by Workshop Ventures Partners, a US-based venture studio focused on building great companies in Climate Tech
  • The team consists of founding members from Harvard Business School and the Workshop Ventures team — Kyler, Furman, Chad, Jason, and Ulhas


Interview Process:

  • Screening: Review of your open source contributions and past projects.
  • First Round of Technical Evaluation: Assessing your problem-solving and AI integration skills.
  • Technical Evaluation + Cultural Fit: Understanding your alignment with our team.
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About Procedure

Founded :
2017
Type :
Services
Size :
20-100
Stage :
Bootstrapped

About

Procedure Technologies is an AI consultancy and a full-stack product development service firm. We specialise in bringing your ideas to life by partnering with you from strategy to execution. Since our inception in 2017, we have effectively helped 100+ companies launch and scale their ideas into market-ready solutions.


We manage the entire product lifecycle—from initial strategy and design to development and long-term maintenance. Our expertise spans the complete technology stack, including frontend, backend, mobile, DevOps, and AI engineering, to build robust, scalable solutions that solve real-world problems.


We’re always looking for curious minds and forward-thinking teams. Explore our open positions to be a part of this candid culture.

Read more

Tech stack

Artificial Intelligence (AI)
AI Agents
Product development
Software Development
Web Development
Mobile App Development
Cloud Computing
DevOps
Software Testing (QA)
User Experience (UX) Design
User Interface (UI) Design

Candid answers by the company

Tell us more about Procedure.
Why Explore a Career at Procedure
Procedure Interview Process
Benefits at Procedure

We are an applied AI and product development company established in early 2017


Our team is a mixed bag. Of the smart and the hard workers. Of the organised and slightly chaotic. Of the early risers and the burners of the midnight oil. We appreciate diversity and truly like having differing perspectives in the room.


We pride ourselves on being early adopters of the latest tools, libraries and frameworks while consistently delivering business value. People who work with us fall in love with their craft. We have changed the definition of "work" for them.


Here are some of our beliefs about work

  1. Work is only 1 part of your life and not your entire life. We treat it as such.
  2. Weekends are sacred and not to be messed around with. So you won't be asked to work on one.
  3. Commuting is a waste of time. Working from home saves you additional time. Go crazy with it.
  4. Side gigs are welcome. We believe there are multiple avenues to learn and grow. So why restrict it only to work?
  5. Asynchronous by-default. Synchronous communication is expensive, so we default to writing docs and literature to enable async communication.
  6. Good things come in pairs. Errors get halved. Productivity, ideas and fun get doubled. Learning gets accelerated exponentially.
  7. Learning from mistakes. If you are not making mistakes and learning from them, you are not growing.


Trust us, there's never a dull day at work.

Connect with the team

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Adithya K

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3 candid answers
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Billions of healthier brains, sitting in healthier bodies, can take up more complex problems that defy solutions today, including many existential threats, and solve them in just a few decades. Billions of healthier brains will make the world richer beyond what we can imagine today. The surplus wealth, combined with better human capabilities, will lead us to a new renaissance, giving us a richer and more beautiful culture. These healthier brains will be equipped with deeper intellect, be less acrimonious, more magnanimous, and have a kinder outlook on the world, resulting in a world that is better than any previous time.

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•  Strong understanding of React Hooks, functional components, component architecture and state management.

•  Experience with REST APIs, responsive design and frontend performance optimization.

•  Experience translating Figma designs into production-ready UI. •  Hands-on experience with AI-assisted development tools. •  Familiarity with integrating LLM/AI APIs into applications.

•  Strong problem-solving and analytical skills. Engineering & AI Expectations

•  Strong understanding of browser rendering, Core Web Vitals and accessibility.

•  Experience with lazy loading, code splitting, caching and bundle optimization.

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•  Curious about emerging AI technologies and able to use AI as a development multiplier while maintaining strong engineering judgment.


Here are answers to some questions you may have

Where is your office?

Chennai (Velachery) Work Model Work from Office – because great stories are built in person!


Do you have an online presence?

https://amura.ai (we are @AmuraHealth on all social media)

For better insights: https://drive.google.com/file/d/11UHgXqYc7XSJ3IAdFyEm-EurgOzqsmzA/view?usp=sharing 

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  • Front-end development skills with the React ecosystem (Next.js), including state management libraries like Zustand, Redux
  • Expertise in HTML/CSS, with experience creating responsive and adaptive designs
  • Experience building AI-assisted features such as chatbots, content generation, semantic search, recommendations, or intelligent automation
  • Experience with RESTful services and APIs
  • Familiarity with AI SDKs, LLM APIs, and vector databases
  • Experience with SQL and database management, understanding relational databases, and ability to write efficient and optimized queries
  • Understanding of database design and management, especially with SQL
  • Experience with version control systems such as Git

Desired Skills & Competencies (Nice to have):

  • Experience with event-driven architecture
  • Experience with cloud services like Azure or AWS
  • Familiarity with modern DevOps practices
  • Understanding of security practices and web application security
  • Familiarity with CI/CD pipelines

What we're looking for:

  • Strong command over JS/TS fundamentals, not just framework-level knowledge
  • Candidates with internship experience or a background from a reputed engineering college preferred
  • Please share your GitHub link, portfolio, or details of projects you've built (personal, academic, or professional)


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Cybotrix Technologies Pvt Ltd
Ahmedabad
2 - 3 yrs
₹5L - ₹7L / yr
skill iconMachine Learning (ML)
Artificial Intelligence (AI)
skill iconPython
Generative AI
Large Language Models (LLM)
+1 more

Job Overview

We are looking for an experienced AI/ML Engineer with strong full-stack development skills to design, develop, and deploy AI-powered applications. The ideal candidate should be proficient in Python backend development, frontend technologies, and LLM integration, with the ability to build end-to-end AI-native products, custom dashboards, and lightweight applications.

This role focuses on applying AI to real-world business problems through rapid prototyping, prompt engineering, Retrieval-Augmented Generation (RAG), and scalable application development.

Key Responsibilities

  • Design, develop, and deploy end-to-end AI-powered applications.
  • Build backend services and REST APIs using Python.
  • Develop responsive frontends using React, Next.js, or similar frameworks.
  • Integrate LLM APIs such as OpenAI, Claude, and Hugging Face into production applications.
  • Build custom dashboards, internal tools, micro-apps, and AI-driven business solutions.
  • Implement prompt engineering, embeddings, RAG pipelines, and context-aware AI systems.
  • Rapidly prototype and validate ideas using modern AI-assisted development workflows.
  • Optimize application performance, scalability, reliability, and AI usage costs.
  • Work with data processing libraries such as Pandas and NumPy.
  • Collaborate with product and business teams to translate requirements into functional AI solutions.
  • Take ownership of features from ideation and development through testing, deployment, and production support.

Required Skills & Qualifications

  • 2+ years of experience in software engineering, AI engineering, or application development.
  • Strong proficiency in Python and backend development.
  • Hands-on experience with React, Next.js, or similar frontend technologies.
  • Practical experience integrating LLM APIs such as OpenAI, Claude, or Hugging Face.
  • Understanding of REST APIs, microservices, and system design principles.
  • Knowledge of prompt engineering, embeddings, and RAG architectures.
  • Experience with data processing using Pandas and NumPy.
  • Ability to independently build, test, and deploy full-stack applications.
  • Strong problem-solving, debugging, and analytical skills.
  • Ability to work in a fast-paced environment with a strong ownership mindset.

Good to Have

  • Experience with LangChain, LlamaIndex, or similar AI frameworks.
  • Familiarity with vector databases such as Pinecone, Weaviate, or Supabase.
  • Experience building AI chat interfaces, copilots, assistants, and custom dashboards.
  • Familiarity with cloud platforms, application deployment, and production monitoring.
  • Experience with AI-assisted coding tools and rapid prototyping workflows.

What We Are Looking For

  • A full-stack AI engineer who is comfortable working across both backend and frontend development.
  • Someone focused on building practical AI-powered products rather than only training machine learning models.
  • A developer who can prototype quickly, validate ideas, and iterate efficiently using a “vibe coding” approach.
  • A self-driven professional who can take ownership of a feature from concept to production.


Please note that this job is only for Ahmedabad location.

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Remote only
7 - 12 yrs
₹1L - ₹35L / yr
skill iconNextJs (Next.js)
Nest.js
skill iconNodeJS (Node.js)
skill iconPython
skill iconGo Programming (Golang)
+6 more

Role & Responsibilities

  • Own end-to-end architecture, system design, development, and production deployment of scalable, AI-powered applications.
  • Architect and develop high-performance backend services using Node.js, NestJS, TypeScript, Express.js, and Go.
  • Design scalable web applications using React.js and Next.js, and cross-platform mobile applications using Flutter and Dart.
  • Design distributed systems, microservices, event-driven architectures, and real-time applications capable of handling massive data volumes and high concurrent traffic.
  • Design and optimize PostgreSQL/MySQL databases, MongoDB, Redis caching, database indexing, transactions, and query performance.
  • Build real-time ride-booking, driver-allocation, location-tracking, and proximity-based matching systems using geospatial technologies such as PostGIS.
  • Design and implement REST APIs, WebSockets, secure authentication, authorization, RBAC, and third-party integrations.
  • Build and integrate Generative AI applications, LLM-powered chatbots, AI agents, RAG pipelines, embeddings, vector databases, tool calling, and intelligent automation workflows.
  • Develop AI and backend services using Python and integrate LLM platforms such as OpenAI, Claude, and Gemini.
  • Architect secure payment integrations, transaction workflows, webhook processing, idempotency, and payment reconciliation.
  • Design and implement cloud-native infrastructure using AWS, Docker, CI/CD pipelines, and production monitoring tools.
  • Ensure application security, scalability, reliability, performance, maintainability, and cost efficiency.
  • Lead technical decision-making, code reviews, debugging, performance optimization, documentation, and mentoring of developers.
  • Independently own critical engineering deliverables and drive products from concept and architecture through development, testing, deployment, and production support.

Preferred Candidate Profile

  • 710+ years of software development experience, with substantial hands-on experience in technical architecture and production-grade application development.
  • Expert-level proficiency in Node.js, NestJS, TypeScript, REST APIs, backend architecture, and microservices.
  • Strong experience with React.js, Next.js, and modern frontend architecture.
  • Hands-on experience with Flutter and Dart for Android and iOS application development.
  • Proven experience designing scalable systems, handling large data volumes, concurrent workloads, and performance-critical applications.
  • Strong experience with PostgreSQL, database design, indexing, query optimization, transactions, Redis, and geospatial systems.
  • Practical experience building and deploying LLM-powered applications, AI agents, RAG systems, embeddings, vector search, and AI workflow automation.
  • Proficiency in Python for AI integrations and backend services; Go language experience is highly desirable.
  • Strong understanding of authentication, authorization, application security, payment integrations, and secure API design.
  • Hands-on experience with AWS, Docker, CI/CD, Git, production deployments, logging, and monitoring.
  • Familiarity with Kafka/RabbitMQ, Kubernetes, LangChain/LlamaIndex, and event-driven architectures is an advantage.
  • Exceptional system-design, analytical, debugging, and problem-solving skills.
  • Strong ownership, independent execution, technical leadership, communication, and mentoring abilities.
  • Experience in startups or building products from scratch is highly desirable.

What We Expect

We are looking for a highly hands-on technical leader who can independently architect, design, develop, optimize, and deploy complex production systems. The ideal candidate must demonstrate genuine technical depth, strong engineering judgment, and the ability to lead end-to-end product development across backend, web, mobile, cloud, and AI technologies.

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Morganstek
Aswathy Vimal
Posted by Aswathy Vimal
Remote only
6 - 10 yrs
₹24L - ₹36L / yr
skill iconPython
skill iconJavascript
TypeScript
Large Language Models (LLM) tuning

The Role

We’re looking for a Senior Applied AI & Data Engineer to become our first dedicated AI and data engineer.

You’ll build conversational AI experiences across web, mobile, and in-store channels while developing the data foundation behind them. You’ll make key technical decisions and own your work through to production.

What You’ll Do

• Build AI assistants using tool calling to work with real product, search, and order systems

• Design guardrails and evaluation sets to ensure AI responses are accurate and safe

• Build real-time and voice-enabled AI experiences

• Improve product data quality through AI-assisted enrichment and review workflows

• Build data pipelines, analytics, and personalisation systems

• Work closely with web and mobile developers and help guide technical implementation

What You’ll Need

• 6+ years of experience building and running production backend systems

• Strong Python skills, plus experience with JavaScript/TypeScript backends

• Experience shipping at least one LLM-powered feature to real users

• Experience with search and relevance

• Experience building data pipelines and analytics stores

• Comfortable deploying and monitoring services on a major cloud platform

• Strong communication skills and the ability to work independently

Nice to Have

• Experience with speech or voice AI

• E-commerce or retail technology experience

• Experience building multilingual products

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