Rasa Developer
3 months ago
Job Summary :
We are seeking a skilled Rasa Developer to join our team. The ideal candidate will have experience in building, deploying, and maintaining conversational AI solutions using Rasa's open-source framework. You will collaborate with cross-functional teams to design and implement AI-driven chatbots and virtual assistants that enhance customer experience.
Key Responsibilities :
- Develop and Maintain Chatbots : Design, build, and maintain AI-driven chatbots and virtual assistants using Rasa's open-source framework.
- NLU and Dialogue Management : Implement Natural Language Understanding (NLU) and dialogue management components to ensure seamless conversation flows.
- Custom Integrations : Integrate chatbots with various platforms (e.g., CRM, ERP systems) and third-party APIs.
- Testing and Optimization : Perform unit testing, end-to-end testing, and regular updates to optimize chatbot performance.
- Collaboration : Work closely with product managers, designers, and other developers to define and implement solutions that meet business requirements.
- Training and Tuning : Develop and refine machine learning models for intent classification, entity extraction, and dialogue management.
- Documentation : Create and maintain technical documentation for the Rasa bots, including workflows, intents, entities, and integration details.
- Continuous Learning : Stay up-to-date with the latest advancements in conversational AI and integrate them into existing and new :
- Educational Background : Bachelor's degree in Computer Science, Engineering, or a related field.
Experience :
- Proven experience in developing conversational AI solutions using the Rasa framework.
- Experience with Python programming and machine learning concepts.
- Experience with natural language processing (NLP) and NLU.
Technical Skills :
- Proficiency in Python.
- Strong understanding of Rasa Open Source and Rasa X.
- Experience with RESTful APIs and webhooks.
- Familiarity with Docker, Kubernetes, and cloud platforms (AWS, Azure, Google Cloud) is a plus.
- Experience with version control (e.g., Git).
- Familiarity with Agile/Scrum development methodologies.
Soft Skills :
- Strong problem-solving skills and attention to detail
- Excellent communication skills, both written and verbal.
- Ability to work independently and in a team environment.
- Proactive in learning and adopting new technologies.
Preferred Qualifications :
- Experience with other chatbot frameworks (e.g., Dialogflow, Botpress).
- Knowledge of front-end technologies like HTML, CSS, and JavaScript.
- Understanding of UX/UI principles for conversational interfaces.
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