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Full Stack Developer (MERN, LLMs)

Wing is hiring elite talent for M32 Labs, an innovative venture-backed company based in Silicon Valley dedicated to building cutting-edge AI-powered products for business clients worldwide.


At M32, we're not just another tech company- we’re creating world-class AI solutions that redefine industries. If you’re looking for a challenging and high-impact engineering role, this is it.


What it'll be like working at M32:


Move fast and break things:

This is a company with 0 bureaucracy, and maximum impact. We are building world-class products, hiring a world-class team, and putting large resources behind the products you're building. We are looking for engineers who are willing to go above and beyond. Deadlines will be tight, expectations will be high. If you're looking for a standard 9-5 job, this is not the place for you.

Autonomy & Creativity:

We value decision-makers and innovators. You’ll have the control to make both technical and product decisions, and our goal is to let you lead entire product builds.

Exponential Career Growth:

Exceptional performance will be rewarded far beyond normal. If you excel at M32, expect your compensation to double within a year and your role to grow rapidly.

Small, Elite Teams:

You’ll work in tight-knit teams of 1–3 exceptional engineers to build full products from scratch. Every week will feel like a hackathon!

High Impact:

Your work will directly influence thousands of users, with immediate deployment and feedback. You’ll never work on insignificant internal tools or tiny features. You will work directly with C-level executives.

Fast track to leadership.

Are you ambitious AND hard working? We reward that here, promoting top performers to elevated positions quickly, at a faster rate than industry standards.


Job Overview :

We are looking for a Founding Full Stack Developer to join our fast-paced, agile R&D environment, contributing to the development of talent management platforms. You will collaborate closely with cross-functional teams—including ML/AI Engineers, product managers, and UX designers—to create end-to-end solutions that seamlessly integrate front-end interfaces with robust back-end architectures. This role requires a balance of technical proficiency, creative problem-solving, and the ability to iterate rapidly with minimal bureaucracy.


Key Responsibilities :


1. Front-End Development

- Build responsive, user-friendly interfaces using modern JavaScript frameworks (React, Vue, etc.).

- Collaborate with designers to implement intuitive UI/UX features and ensure consistent brand/application look and feel.

- Optimize web pages for performance, accessibility, and cross-browser compatibility.

2. Back-End Development

- Develop RESTful or GraphQL APIs using Node.js, Python, or similar back-end technologies.

- Design and maintain databases (SQL or NoSQL) to ensure efficient data storage, retrieval, and scalability.

- Work with AI/ML teams to integrate model outputs, leveraging microservices or serverless architectures as needed.

3. Integration & Collaboration

- Implement third-party integrations (payment services, cloud providers, or AI APIs) to enhance platform capabilities.

- Partner with ML/AI Engineers to surface AI-driven insights and automate domain-specific tasks.

- Contribute to system design discussions, ensuring the front end, back end, and data layers cohesively meet product requirements.

4. DevOps & CI/CD

- Assist in setting up continuous integration and delivery pipelines (e.g., GitHub Actions, Jenkins, GitLab CI).

- Deploy and manage containerized services (Docker, Kubernetes) in cloud environments (AWS, Azure, GCP).

- Monitor application health, implement logging, and handle on-call duties for mission-critical issues.

5. Rapid Prototyping & Iteration

- Work in short, iterative development cycles to quickly prototype new features, gather feedback, and refine solutions.

- Be prepared to pivot quickly based on user feedback or changes in the product direction.

6. Security & Best Practices

- Follow secure coding guidelines and employ best practices like input validation, encryption, and role-based access control.

- Collaborate with the team to ensure compliance with data protection policies (GDPR, HIPAA, etc.) as required by specific domains.

7. Working with LLMs

-  You will be working with LLMs to produce qualitiative and quantitative evaluations on content.



Qualifications :


Education & Experience

Bachelor’s or Master’s degree in Computer Science, Software Engineering, or related field—or equivalent practical experience.

2+ years of professional experience as a Full Stack or Software Engineer, ideally in an environment with rapidly evolving requirements. Experience building end-to-end, from 0 to 1 is strongly preferred: if you've built a startup before, this is the role for you!


Core Technical Skills

Front-End: Proficiency in JavaScript/TypeScript and frameworks like React, Vue, etc.

Back-End: Experience developing APIs using Node.js, Python, or similar.

AI/LLMs: Experience working with LLMs like GPT, Anthropic, etc. over APIs

Databases: Strong understanding of SQL (e.g., PostgreSQL, MySQL) or NoSQL (e.g., MongoDB, DynamoDB).

Version Control: Familiarity with Git workflows, code reviews, and pull request best practices.

DevOps & Cloud

Experience with Docker and containers; exposure to orchestration tools like Kubernetes.

Familiarity with AWS, Azure, or GCP for deploying and managing services.

Basic understanding of CI/CD pipelines and infrastructure-as-code (Terraform, CloudFormation) is a plus.

Soft Skills & Mindset

Collaboration: Excellent communicator able to work with cross-functional teams (ML, design, product, etc.).

Agility: Comfortable iterating rapidly in a minimal-bureaucracy environment.

Problem-Solving: Demonstrated ability to troubleshoot complex technical issues and propose creative solutions.




Preferred Skills:

Familiarity with Cursor AI or similar rapid development tools.

Remote-First Experience: Comfortable with distributed teams, asynchronous communication, and remote collaboration.

Strong Communication: Excellent verbal and written communication in English.

Critical Thinking & Creativity: Proven ability to tackle challenges from multiple angles and propose innovative solutions.

Knowledge of GraphQL: Familiarity with GraphQL will be beneficial.

Knowledge of PHP: Familiarity with PHP frameworks (Laravel, Symfony) or legacy systems also beneficial.

Full-Scale Web Applications: Prior exposure to building or integrating large-scale web platforms and understanding modern web technologies.



Working Location:

This will be a remote role.



Benefits:

- Competitive Pay: Above-market compensation for exceptional talent.

- Rapid Pay Increases for top performers: For exceptional performance, we are willing to double your compensation within 1 year.

- Health Benefits: Reimbursement for health insurance premiums.

- Performance Bonuses: Significant rewards for exceptional contributions.

- Upskilling Budget: Support for online professional development.

- Flexible Work Environment: Remote-first flexibility with in-office collaboration when needed.

- AI software licenses for faster development.

- Food Delivery Reimbursement: Late night Swiggy/Zomato reimbursement of 2,000 INR per month.

- Gym Reimbursement: Gym reimbursement of 4,000 INR per month.

- Tech Setup: Budget for tech set up provided after 6 months of employment.

- US HQ Opportunities: Top performers may have the opportunity to explore international roles within our US-based headquarters, including potential emigration opportunities, subject to availability and company needs, and after at least 2 years of employment.


Salary Range:

15-50 LPA


Please note : Immediate joiners are preferred.


₹15,00,000 - ₹50,00,000 a year
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What You Should Know About Full Stack Developer (MERN, LLMs), Wing Assistant

Wing is thrilled to announce an exciting opportunity for a Full Stack Developer specializing in MERN and LLMs at M32 Labs, an innovative venture-backed company based in Silicon Valley. If you’re ready to work at the forefront of technology, where cutting-edge AI solutions come to life, you’ve found your match! At M32, we embrace a fast-paced, agile environment with zero bureaucracy—ideal for those looking to make a significant impact. In this dynamic role, you will be building and refining industry-shaping products, collaborating with elite teams of talented engineers. Your work will directly influence thousands of users and you'll have the unique chance to work closely with top-level executives. We’re looking for innovative thinkers who are prepared to push boundaries and foster creativity. Here, you will have autonomy over your projects and the opportunity for exponential career growth—if you're a high performer, remarkable rewards await you, including substantial pay increases within your first year. This isn’t just a job—it’s a fast track to leadership, where your skills in full-stack development will matter. With responsibilities spanning front-end interfaces to back-end systems, you’ll use your creativity and technical prowess to develop cutting-edge solutions. If you’re ambitious, hardworking, and ready to innovate with AI, this role offers a collaborative and inspiring environment tailored for excellence. Join us at M32 Labs and be part of something extraordinary!

Frequently Asked Questions (FAQs) for Full Stack Developer (MERN, LLMs) Role at Wing Assistant
What responsibilities will a Full Stack Developer at M32 Labs hold?

As a Full Stack Developer at M32 Labs, your responsibilities will include developing user-friendly front-end interfaces using modern JavaScript frameworks like React or Vue, as well as creating robust back-end solutions with technologies like Node.js and Python. You'll also integrate AI functionalities and implement third-party services to enhance our talent management platforms, ensuring they are scalable and responsive.

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What qualifications are required for the Full Stack Developer position at M32 Labs?

To qualify for the Full Stack Developer position at M32 Labs, candidates should hold a Bachelor’s or Master’s degree in Computer Science, Software Engineering, or a related field, along with at least 2 years of relevant professional experience. Proven experience in full-stack development, particularly with technologies like MERN, and familiarity with AI or LLMs will set you apart.

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What skills are essential for a Full Stack Developer at M32 Labs?

Essential skills for the Full Stack Developer role at M32 Labs include proficiency in JavaScript/TypeScript and frameworks like React or Vue, experience developing RESTful APIs, and a solid understanding of AI/LLMs. Familiarity with database management, cloud technologies (AWS, GCP), and DevOps tools is also critical to your success in this collaborative and innovative environment.

Join Rise to see the full answer
What is the work culture like at M32 Labs for a Full Stack Developer?

The work culture at M32 Labs is dynamic and fast-paced, focusing on rapid innovation and minimal bureaucracy. As a Full Stack Developer, you'll be encouraged to take ownership of your projects and contribute creative solutions. Working in small, elite teams allows for significant collaboration and the opportunity to make impactful contributions to our AI-driven platforms.

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What career growth opportunities are there for a Full Stack Developer at M32 Labs?

At M32 Labs, exceptional performance is recognized and rewarded with rapid career growth opportunities. Top performers can expect salary increases within a year and potential elevation to leadership roles. With a focus on innovation and excellence, the environment fosters continuous learning and development, enabling you to advance your career quickly.

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Common Interview Questions for Full Stack Developer (MERN, LLMs)
How would you handle tight deadlines as a Full Stack Developer at M32 Labs?

To handle tight deadlines effectively, it's crucial to prioritize tasks and utilize agile methodologies for rapid prototyping and iteration. Open communication with team members and stakeholders is key, as is the ability to pivot quickly based on feedback. Emphasizing collaboration with cross-functional teams can lead to efficient problem-solving.

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Can you describe your experience with the MERN stack?

When discussing your experience with the MERN stack, highlighting specific projects where you've utilized MongoDB, Express.js, React, and Node.js is vital. Explain how you approached full-stack development, managed data flow, and implemented features that enhance user experience. Be specific about challenges faced and the innovative solutions you applied.

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What strategies do you use for optimizing performance in web applications?

Optimizing performance involves employing techniques like minimizing HTTP requests, compressing assets, and utilizing caching strategies. Discuss any tools or libraries you've used for performance testing and how you’ve addressed specific bottlenecks in past projects, ensuring that user interfaces are responsive and efficient.

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How do you approach integrating AI features into web applications?

When integrating AI features, it's essential to understand data requirements and choose the right APIs or frameworks. Describe your approach to collaborating with ML/AI engineers and outline any specific experiences you have with integrating LLMs or machine learning models into applications, focusing on the impact on user experience.

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What role does security play in your development process?

Security is paramount in development. Discuss your knowledge of secure coding practices, such as input validation, encryption, and role-based access control. Provide examples of how you’ve implemented security measures in previous projects and the importance of compliance with data protection standards, such as GDPR and HIPAA.

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Can you explain a challenging bug you fixed in a web application?

When discussing a challenging bug, focus on your problem-solving process. Describe the issue, how you diagnosed the root cause, and the steps you took to resolve it. Highlight your critical thinking skills and any tools you used for debugging, ensuring your solution improved application performance or user experience.

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How do you ensure your code is maintainable and scalable?

To ensure maintainability and scalability, I follow best practices such as writing clean, modular code, using design patterns, and documenting my work thoroughly. Discuss the importance of code reviews and pair programming in fostering a collaborative environment that promotes high-quality code development.

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What experience do you have with CI/CD pipelines?

Explain your hands-on experience in setting up CI/CD pipelines, mentioning any specific tools used (e.g., Jenkins, GitHub Actions). Detail the significance of continuous integration and delivery in streamlining development workflows and ensuring that code changes are tested and deployed efficiently.

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How do you keep up with the latest technologies and trends in development?

Staying updated with the latest technologies involves engaging with communities, attending webinars, and following blogs or podcasts relevant to the field. Mention any recent courses or certifications you've undertaken that enhance your skill set and contribute to your development as a Full Stack Developer.

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Describe a successful project where you led a team.

In discussing a successful project, emphasize your leadership style and how you inspired collaboration within the team. Detail the project's goals, your approach to problem-solving, and how you motivated team members to achieve outstanding results. Highlight the impact of this team's work on the overall company objectives.

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