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Full Stack Engineer – AI / ML

Full Stack Engineer – AI / ML

2Base TechnologiesBengaluru, Karnataka, India
30+ days ago
Job description

We are seeking a talented and experienced Full Stack Engineer – AI / ML to join our innovative team. The ideal candidate will possess strong capabilities in both frontend and backend development, with a focus on React and Python technologies. This role also demands hands-on experience integrating AI / ML models, working with telemetry / observability tools, and contributing to simulation modelling and scalable system design. You'll work closely with cross-functional teams to build intelligent, high-performance web applications that drive impactful solutions.

Key Responsibilities :

  • Design, develop, and maintain scalable full-stack web applications using React (frontend) and Python (backend).
  • Build and integrate RESTful APIs and microservices for AI-enabled platforms.
  • Collaborate with AI / ML engineers to embed machine learning models into production systems.
  • Use telemetry and observability tools to monitor and optimize system performance and user experience.
  • Contribute to simulation modelling efforts for testing, optimization, and model validation.
  • Diagnose and fix bugs, performance issues, and production bottlenecks.
  • Participate in code reviews, unit testing, and CI / CD workflows to ensure code quality and reliability.
  • Ensure security, scalability, and performance across the technology stack.
  • Write clean, modular, and maintainable code with comprehensive documentation.
  • Work collaboratively in agile teams, aligning with designers, DevOps engineers, and data scientists.

Technical Skills & Experience

  • Proficiency in React.js, JavaScript, and / or TypeScript.
  • Experience with state management libraries such as Redux or Recoil.
  • Strong knowledge of responsive UI design using HTML5, CSS3, and SCSS.
  • Familiarity with UI frameworks like Tailwind CSS or Bootstrap.
  • Experience with frontend testing tools like Jest or React Testing Library.
  • Strong hands-on experience with Python and backend frameworks like FastAPI, Django, or Flask.
  • Solid understanding of REST API design, development, and integration.
  • Awareness of web application security best practices (e.g., OWASP Top 10).
  • Experience working with machine learning models and deploying them in real-world applications.
  • Familiarity with ML libraries such as scikit-learn, TensorFlow, or PyTorch.
  • Exposure to telemetry and observability tools like Prometheus, Grafana, OpenTelemetry, or Sentry.
  • Understanding of observability concepts, including metrics, logs, and tracing.
  • Experience with simulation modelling using tools like SimPy, AnyLogic, or custom Python-based logic.
  • Familiarity with unit testing frameworks such as PyTest or unittest.
  • Experience working with CI / CD pipelines using GitHub Actions, GitLab CI, or Jenkins.
  • Proficient in Git and version control workflows.
  • Experience with Docker and containerized application deployment.
  • Hands-on experience with databases like MySQL, PostgreSQL, and MongoDB.
  • Experience integrating with Java-based services or multilingual backend systems.
  • Exposure to cloud platforms like AWS, GCP, or Azure.
  • Ability to integrate or build data visualizations using tools such as D3.js or Chart.js.
  • Soft Skills & Attributes

  • Strong problem-solving and analytical mindset.
  • Excellent communication and team collaboration skills.
  • Ability to take ownership and drive tasks independently.
  • A keen interest in emerging technologies and a proactive learning attitude.
  • Experience working in agile, cross-functional teams.
  • Ability to mentor junior developers or lead feature-level efforts.
  • Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Engineering, or related discipline.
  • 2-8 years of hands-on experience in full-stack development with AI / ML exposure.
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