About this role
AI/ML Integration
Collaborate with AI/ML teams to understand and integrate models into live applications.Deploy models using APIs, TensorFlow.js, ONNX, or direct embedding techniques.Maintain model versioning, performance monitoring, and retraining pipelines (MLOps best practices).Backend Development
Develop robust APIs and backend logic using frameworks like Node.js, Django, or Flask.Design scalable architectures for handling AI model inputs/outputs and data flow.Integrate databases (PostgreSQL, MongoDB, Redis) for data persistence and caching.Frontend Development
Build dynamic, intuitive UIs using React, Angular, or Vue.js.Visualize AI model outputs clearly for end-users (dashboards, predictive indicators, etc.).Ensure UI responsiveness, accessibility, and performance across devices.Infrastructure & DevOps
Containerize applications using Docker and orchestrate via Kubernetes.Manage deployments on cloud platforms like AWS, Azure, or GCP.Implement CI/CD pipelines and monitor system health in production environments. 2–4 years of professional experience in full-stack software development.Strong programming skills in JavaScript/TypeScript (React, Node.js) and Python (Django, Flask).Experience integrating AI/ML models via APIs or frontend embedding (e.g., TensorFlow.js).Solid understanding of RESTful or GraphQL APIs and microservices architecture.Familiarity with Git, Agile development, and continuous integration practices.Preferred:
Hands-on experience with Generative AI, LLMs, or platforms like Hugging Face, OpenAI, or LangChain.Exposure to MLOps tools like MLflow, SageMaker, Kubeflow, or Vertex AI.Working knowledge of secure coding practices and AI ethics (e.g., data privacy, model fairness).Experience with real-time systems and streaming data (Kafka, WebSockets). Languages/Technologies: Java/J2EE, ReactJS, JQuery, JSON, HTML, JavaScript, CSS, PLSQL. Additional: Angular 7, VueJS, AngularJS. Frameworks: Spring Boot, Spring 4(MVC, ORM, AOP, SECURITY, Batch), Struts 2, Hibernate 3+. Database: Oracle 19c. Web Services: RESTful Web Services (JAX-RS), SOAP, JSON. Build Tool: Maven. Version Control : Bit Bucket. Development Tools: Eclipse STS, Jira, Tibco Jasper Report. Application Server: WebLogic Application server, Apache Tomcat Testing: Junit.