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AI-Native Full-Stack Engineer
AI-Native Full-Stack Engineer

AI-Native Full-Stack Engineer at appscrip · Bengaluru (Bangalore) · 0 - 2 years · ₹1.8L - ₹5L / yr · Profitable · Posted 12 Oct 2026

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AI-Native Full-Stack Engineer

Nilam Surti's profile picture
Posted by Nilam Surti
0 - 2 yrs
₹1.8L - ₹5L / yr
Bengaluru (Bangalore)
Skills
Fullstack Developer
skill iconHTML/CSS
HTTP
TypeScript
skill iconPython
skill iconJava
skill iconC#
front end
Backend
AI native

AI-Native Full-Stack Engineer

About the role

We are hiring an AI-native full-stack engineer who takes a client's problem from the first conversation to a working product in production. You will build both the front end and the back end, use AI tools as a

daily part of how you work, and own the outcome rather than a ticket queue.

Most of our clients are in North America, so you will also speak with them directly: demos, status updates, scoping, and respectful pushback when a request will not serve their goal. You will work as part of a team, on site in our Bangalore office.


What you will own

You own the outcome from discovery to post-launch, not a single layer of the stack.

• Discover and scope: turn a vague client need into a clear problem statement, a success metric,

and a small first release.

• Design and build: deliver the user interface, APIs, and database for features end to end, choosing the simplest approach that works.

• Ship and run: set up deployment (CI/CD, cloud basics), add monitoring, and fix production issues you or your team introduced.

• Communicate with clients: run demos and status calls, write clear async updates, give honest estimates, and flag risks early.

• Iterate on results: review usage and feedback after launch, and decide what to improve, cut, or leave alone.

• Work with the team: review code, share what works with AI tools, and help teammates unblock their own work.

• Protect quality and trust: write tests, review AI-generated code critically, and handle client data and secrets responsibly.


What "AI-native" means here

AI-native means AI tools are part of how you plan, build, and check your work, and you stay accountable for every line that ships. Familiarity with a tool name is not enough.

• You work with coding agents daily (for example Claude Code, Cursor, or Copilot) and can explain how you steer them: specs, context files, task breakdown, and when you take the keyboard back.

• You review AI output critically. You test it, read it for security and maintainability problems, and reject what does not hold up.

• You verify, not just generate. Tests, logging, and checks come with your work, because speed without confidence is not delivery.

• You know when not to use AI, and you can explain that choice to a client in plain language.


What we are looking for

Experience level matters less than how you work. We value agile, quick learners who can show real shipped work.

Technical baseline

• Language-agnostic engineering: you pick up new languages and frameworks quickly and choose the right tool for the problem, rather than defending a favorite stack.

• Real strength in a few languages or frameworks (for example JavaScript or TypeScript, Python, Java, Go, or C#), shown in projects that span both the front end and back end.

• Fundamentals that carry across stacks: web basics (HTML, CSS, HTTP), designing and consuming APIs, and data modeling with SQL databases.

• Git, pull requests, and basic CI/CD and cloud deployment.

• A track record of using AI tools in real projects.


How you work

• Communication: clear spoken and written English, comfortable on client calls, and able to explain technical trade-offs to non-technical people.

• Ownership: you follow a problem through to resolution and raise issues before they become surprises.

• Outcome focus: you measure your work by what changed for the user or the client, not by lines of code or tasks closed.

• Product thinking: you ask who the user is, what problem we are solving, and how we will know it worked. You suggest simpler options and say what you would leave out.

• Problem solving: you break down unclear problems, form hypotheses, and debug methodically instead of guessing.

• Agility: you are comfortable with changing requirements, short cycles, and learning new tools quickly.


Nice to have

• Prior client-facing, consulting, or agency experience, especially with North American clients.

• Docker, a major cloud provider (AWS, Azure, or GCP), and infrastructure basics.

• Experience with testing frameworks, observability tools, and performance tuning.

• Awareness of secure coding, privacy expectations, and common client compliance requirements such as SOC 2.

• Open-source contributions, technical writing, or a deployed side project you can demo.


How we evaluate

We look at what you have built, not only how you interview. Please be ready to share your Git repositories and any deployed work.

1. Application and Git review: send a link to your repositories (GitHub, GitLab, or similar) with a short note on the project you are proudest of. We read your commit history, pull requests, tests, and README, and try the deployed demo if there is one.

2. Project walkthrough: a conversation where you explain one project in depth: the problem, your key decisions, what broke, what you would change, and how you used AI along the way.

3. Practical exercise with AI tools allowed: a short build task where we watch how you plan, direct your tools, and verify the result.

4. Client communication round: a mock client call where you present your work, answer questions, and handle a change in scope.

5. Team and values conversation: how you collaborate, take feedback, and own mistakes.

If your best work is under NDA, tell us. You can describe it in the walkthrough and show a side project in the repository review instead.


Role details

Title : AI-Native Full-Stack Engineer

Employment type : Full-time employee

Location : On site, Bangalore office

Experience level : Open: we hire for agility and proven work, not

years

Team :Part of a project team, working alongside a

product or account lead

Client contact : Shared: you and the lead both speak with North

American clients

Domain : Generalist, across industries


If any candidates interested for above role, pls drop message on this WhatsApp number

nine three one six one two zero one three two

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I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About appscrip

Founded :
2014
Type :
Product
Size :
100-500
Stage :
Profitable

About

Mobile app development services company based in USA & India. Accelerating startups & entrepreneurs with its pre-built mobile app products.
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Connect with the team

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Nilam Surti
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Our Guiding Principles 


These principles define how we work at Incubyte. They are non-negotiable. 


Relentless Pursuit of Quality with Pragmatism 

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Extreme Ownership 

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Proactive Collaboration 

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Active Pursuit of Mastery 

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Invite, Give, and Act on Feedback 

We seek, give, and act on feedback to get better every day. 


Ensuring Client Success 

We act as trusted partners and focus on real outcomes, not just output. 



Job Description

This is a remote position.


This is a remote position.


Experience Level


This role is ideal for engineers with 3–6 years of experience and a strong background in building scalable, production-grade software systems.


We are looking for hands-on Software Engineers with deep expertise in Python and TypeScript, with exposure to AI/LLM systems and modern infrastructure tooling.




What You’ll Do as a Software Craftsperson


•     Take full ownership of the software development lifecycle for complex, cross-functional initiatives — from design through production readiness.


•     Build and maintain robust, scalable backend systems and APIs using Python and TypeScript, following clean code and software craftsmanship principles.


•     Design and deliver features end-to-end, balancing scope, quality, and long-term maintainability.


•     Identify technical and product issues beyond the immediate scope of work, proactively raising risks and driving solutions.


•     Shape team practices around code quality, testing, tooling, and continuous improvement using DevEx and DORA principles.


•     Collaborate closely with clients and internal teams to understand requirements, clarify priorities, and align on outcomes.


•     Mentor and guide fellow engineers to raise overall team performance and promote a culture of learning.


•     Leverage AI tools (LLMs, agentic frameworks, etc.) to accelerate design, development, testing, and delivery where applicable.




Requirements

What You’ll Bring


3–6 years of overall software engineering experience with a strong track record of owning and delivering complex production systems.


Must-Have Skills


•     Python (must-have): Deep expertise in writing idiomatic, testable, production-grade Python — including advanced OOP, data structures, algorithms, and software engineering best practices.


•     TypeScript (must-have): Strong proficiency in building and maintaining type-safe, scalable applications across frontend and/or backend TypeScript codebases.


•     Strong system design skills: ability to architect scalable, maintainable, and observable systems with a focus on reliability and long-term operability.


•     Solid engineering practices: experience with TDD, CI/CD, code reviews, refactoring, and continuous deployment in Agile or eXtreme Programming environments.


•     Working knowledge of relational databases, web server ecosystems, REST/gRPC APIs, and performance optimisation.


•     Experience with source control, bug tracking, user story writing, and maintaining clear technical documentation.


Good-to-Have Skills


•     AI / LLM experience: hands-on exposure to building applications using LLMs (GPT, Claude, Gemini, or similar) for tasks such as document classification, entity extraction, or structured data generation.


•     LLM orchestration frameworks: familiarity with LangChain, LlamaIndex, Mastra, Agno, or similar agentic frameworks.


•     Prompt engineering: experience refining prompts and orchestration patterns to improve response accuracy, consistency, and structured outputs.


•     Vector databases and observability tooling: exposure to tools like Pinecone, PgVector, Qdrant, LangSmith, or DeepEval.


•     Container orchestration and infrastructure-as-code: experience with Kubernetes, Terraform, and Docker for deploying and managing production workloads.




Benefits

Life at Incubyte


We are a remote-first company with structured flexibility. Teams commit to shared rhythms during core hours, ensuring smooth collaboration while maintaining autonomy. Twice a year, we come together in person for a co-working sprint and once a year for a retreat — with all travel expenses covered.


Our environment is built for crafters: experimenting with real-world systems, solving complex infrastructure challenges, and contributing to cutting-edge AI initiatives. We are all lifelong learners, and our work is our passion.


Perks


•     Dedicated learning & development budget


•     Sponsorship for conference talks


•     Comprehensive medical & term insurance


•     Employee-friendly leave policies


•     Home Office fund


•     Medical Insurance

Read more
Incubyte
at Incubyte
4 recruiters
Sandli Srivastava
Posted by Sandli Srivastava
Remote only
3 - 6 yrs
Best in industry
skill iconPython
Artificial Intelligence (AI)
skill iconReact.js
TypeScript
skill iconJavascript

About Us

We believe the future of software development is AI-native — where engineers operate at a higher level of abstraction and quality remains non-negotiable. 

Incubyte is a software craft consultancy where the “how” of building software matters as much as the “what”.  

We partner with companies of all sizes, from helping enterprises build, scale, and modernize to early-stage founders bring their ideas to life. 

Our engineers operate in an AI-native development model, using AI as a collaborator across the SDLC to accelerate development while upholding the discipline of software craftsmanship. Guided by Software Craftsmanship and Extreme Programming practices, we build reliable, maintainable, and scalable systems with speed, without compromising quality. If this way of building software resonates with you, we’d like to talk. 


Our Guiding Principles 

These principles define how we work at Incubyte. They are non-negotiable. 


Relentless Pursuit of Quality with Pragmatism 

  We build high-quality systems without losing sight of delivery. 

Extreme Ownership 

  We take responsibility end-to-end for decisions, execution, and outcomes. 

Proactive Collaboration 

  We collaborate closely, challenge each other, and solve problems together. 

Active Pursuit of Mastery 

  We continuously improve our craft and raise our bar. 

Invite, Give, and Act on Feedback 

We seek, give, and act on feedback to get better every day. 

Ensuring Client Success 

We act as trusted partners and focus on real outcomes, not just output. 


Experience Level


This role is ideal for engineers with total 3+ years of experience with a proven track record of shipping complex projects successfully.

An experienced individual contributor and leader who thrives in large, complex projects with widespread impact.


What You’ll Do as a Software Craftsperson 


  • Design and build high-quality, maintainable systems using disciplined engineering practices such as TDD, continuous refactoring, and pair programming 
  • Operate in an AI-native development model, using AI as a collaborator to explore architecture and design, accelerate development, and continuously improve systems while applying strong judgment to ensure that speed never compromises quality 
  • Take end-to-end ownership of outcomes from problem understanding and system design to implementation, deployment, and operation in production 
  • Make thoughtful design decisions that balance simplicity, scalability, and long-term maintainability in real-world systems 
  • Maintain a high bar for engineering quality through rigorous testing, code reviews, and continuous feedback 
  • Investigate and resolve production issues, and implement systemic improvements to prevent recurrence 
  • Work directly with clients, navigate ambiguity, and translate business problems into well-designed technical solutions 
  • Contribute to improving team practices, tooling, and systems to raise the overall quality and effectiveness of engineering 


Requirements


What You’ll Bring 


  • 3+ years of experience building high-quality, production systems (flexible based on demonstrated capability) 
  • Strong fundamentals in software engineering, including object-oriented design, system design, and testing practices such as TDD 
  • Demonstrated ability to build simple, maintainable, and scalable systems with a focus on long-term reliability 
  • Proficiency in one or more modern technologies, Python, PHP, JavaScript, or TypeScript, with the ability to learn new technologies quickly 
  • Deep experience working with Git in collaborative environments, including managing shared codebases, conducting code reviews, and maintaining a high bar for quality 
  • Ability to operate effectively in an AI-native workflow using AI as a collaborator to explore solutions and accelerate development, while applying strong judgment to ensure correctness, quality, and maintainability 
  • Clear thinking and strong problem-solving ability, with the capacity to break down complex problems into simple, well-structured solutions 
  • A strong sense of ownership — you take responsibility for outcomes, care deeply about quality, and are not comfortable shipping work that does not meet your standards.



Benefits


Life at Incubyte 


We are a remote-first company with structured flexibility. Teams commit to shared rhythms during core hours, ensuring smooth collaboration while maintaining autonomy. Twice a year, we come together in person for a co-working sprint and once a year for a retreat - with all travel expenses covered. 

Our environment is built for crafters: pairing, refactoring, experimenting with AI, and pushing the boundaries of software excellence. We are all lifelong learners, and our work is our passion. 


Perks

  • Dedicated learning & development budget. 
  • Sponsorship for conference talks. 
  • Comprehensive medical & term insurance. 
  • Employee-friendly leave policies. 
  • Home Office fund 
  • Medical Insurance
Read more
Remote only
5 - 12 yrs
₹16L - ₹28L / yr
skill iconPython
skill iconReact.js
skill iconJavascript
AWS Bedrock
skill iconDocker
+6 more

Job Title : Senior Consultant – Full Stack Developer with AI

Experience : 5+ Years

Open Positions : 1

Location : Remote

Working Hours : 11:00 AM to 08:00 PM IST

Engagement : 6 to 8 Months Contract-to-Hire (C2H), with potential conversion to client payroll

Expected Joining : By the last week of August / 1st week of September


Role Overview :

Thoughtworks is looking for a Senior Consultant – Full Stack Developer with AI experience who can design and develop scalable full-stack applications while leveraging modern AI development tools and agentic AI capabilities.

The ideal candidate should have strong hands-on experience with Python, JavaScript / React.js, AWS Bedrock Agent Core, Docker, Kubernetes, and modern AI-assisted development frameworks and tools. Experience building MCP servers / tools, AI skills, or integrations using tools such as Cursor, Claude Code, Codex, or GitHub Copilot will be highly valuable.

The candidate should be comfortable working across application development, AI integration, cloud technologies, and containerized environments.


Mandatory Skills :

Python, React.js / JavaScript, AWS Bedrock Agent Core, Docker, Kubernetes, MCP / AI Skills, Cursor / Claude Code / Codex / GitHub Copilot, Full-Stack Development.


Key Responsibilities :

  • Design, develop, and maintain scalable full-stack applications using modern development practices.
  • Build backend services and APIs using Python and related frameworks.
  • Develop responsive and scalable frontend applications using ReactJS or other JavaScript frameworks.
  • Design and implement AI-powered solutions using AWS Bedrock Agent Core.
  • Build and integrate AI agents, tools, skills, and workflows into enterprise applications.
  • Develop and work with MCP (Model Context Protocol) servers, tools, or integrations.
  • Leverage AI-assisted development platforms and coding tools such as Cursor, Claude Code, Codex, or GitHub Copilot.
  • Containerize applications and services using Docker.
  • Deploy, manage, and troubleshoot containerized workloads using Kubernetes.
  • Collaborate with cross-functional teams to understand business requirements and translate them into scalable technical solutions.
  • Follow engineering best practices around code quality, testing, security, performance, and maintainability.
  • Contribute to CI/CD and cloud deployment processes; DevOps experience will be an added advantage.
  • Participate in technical discussions, architecture decisions, code reviews, and project delivery.


Mandatory Skills :

  • 5+ years of relevant software development experience.
  • Strong hands-on experience with Python.
  • Strong experience with ReactJS or another modern JavaScript framework.
  • Hands-on experience with AWS Bedrock Agent Core.
  • Strong experience with Docker.
  • Hands-on experience with Kubernetes.
  • Experience building MCP servers / tools, AI skills, or similar AI integrations.
  • Experience using AI-assisted coding/development tools such as :
  • Cursor
  • Claude Code
  • Codex
  • GitHub Copilot
  • Strong understanding of full-stack application development.
  • Good understanding of API development, application architecture, and cloud-based solutions.


Nice to Have :

  • Experience with DevOps practices and CI/CD pipelines.
  • Experience with AWS cloud services beyond Bedrock.
  • Experience with infrastructure automation and deployment.
  • Experience building production-grade GenAI / Agentic AI applications.
  • Experience with LLM integrations, AI agents, tools, and function calling.


Project Expectations :

Candidates should be able to explain at least one recent project in detail, including :

  • Problem Statement : What business / technical problem were you solving ?
  • Architecture & Approach : How did you design the solution ?
  • Key Contributions : What did you personally build or own ?
  • AI / Agent Implementation : How did you use AWS Bedrock Agent Core, MCP, or AI development tools ?
  • Technology Stack : Python, React.js / JavaScript, AWS, Docker, Kubernetes, etc.
  • Challenges : What were the major technical challenges ?
  • Outcomes & Metrics : What measurable impact did the solution deliver, such as performance improvement, cost reduction, automation, productivity improvement, or reduced development time ?


Interview Process :

  1. Round 1 – GT Technical Interview : 60 minutes
  2. Round 2 – Client Technical Interview : 60 minutes
  3. Round 3 – Project Round : 60 minutes
  4. Additional Client Round : May be conducted on a case-by-case basis


Key Hiring Priorities :

Highest priority : Candidates with genuine hands-on experience in AWS Bedrock Agent Core + Python + React / JavaScript + Docker + Kubernetes + MCP / AI skills and practical experience using modern AI coding/agent development tools.

Note : Candidates should demonstrate hands-on implementation experience rather than only theoretical knowledge or exposure to the above technologies.

Read more
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