Chatbot Developer

From GM-RKB
Jump to navigation Jump to search

A Chatbot Developer is a specialized software developer that can perform chatbot development tasks (to create and optimize intelligent conversational systems that enable natural language interactions with users).

References

2025-01-21

[1] https://ppl-ai-file-upload.s3.amazonaws.com/web/direct-files/23044132/28cdaa95-8bc4-4525-b2df-590ef9a51329/paste.txt

2023

  • "AI & Chatbot Developer." In: LinkedIn Job Postings
    • QUOTE: As an AI & Chatbot Developer your primary role will be to design, develop, and deploy chatbots for our organization. You will be responsible for building conversational interfaces that provide users with a personalized experience while offering practical solutions to their needs.
    • PRIMARY RESPONSIBILITIES:
      • Collaborating with business stakeholders and product teams to understand user needs and design chatbots that meet those needs.
      • Developing chatbots using programming languages such as Python and JavaScript, and integrating them with platforms such as Microsoft Bot Framework, Azure Cognitive Services, and AWS Chatbot.
      • Leveraging Power Automate for workflow automation and integration with other Microsoft services.
      • Incorporating natural language processing (NLP) and natural language understanding (NLU) techniques to improve bot performance.
      • Deploying chatbots on cloud platforms such as Azure and AWS, and configuring deployment channels for user consumption (teams, email, text, web, etc.).
      • Troubleshooting and resolving bugs as well as continuously improving chatbots based on user feedback.
      • Staying up-to-date with the latest trends and advancements in chatbot technology and incorporating this knowledge into the development process.
    • Education And Experience
      • Bachelor’s degree in computer science or a related field.
      • 3+ years of experience in chatbot development, conversational design, and natural language processing
      • Experience with chatbot development platforms such as Microsoft Bot Framework, Azure Cognitive Services, and AWS Chatbot.
      • Familiarity with Power Automate for workflow automation and integration with other Microsoft services.
      • Experience deploying chatbots on cloud platforms such as Azure and AWS, and configuring deployment channels for user consumption.
      • Proficiency in programming languages such as Python, JavaScript, and Net (C#).

2023

  • https://linkedin.com/jobs/view/3704174489/
    • QUOTE: We are seeking a skilled and experienced AI Chatbot Specialist to join our team and drive the development and optimization of intelligent chatbot systems. As an AI Chatbot Specialist, you will play a critical role in designing, building, and maintaining conversational AI solutions that provide exceptional user experiences and deliver valuable insights. You will collaborate with cross-functional teams and leverage your expertise in natural language processing (NLP) and machine learning (ML) to create chatbot applications that effectively engage with users and meet business objectives.
    • Responsibilities:
      • Chatbot Development: Design, develop, and deploy intelligent chatbot systems that can understand and respond to user inquiries, requests, and conversations. Implement NLP techniques, ML algorithms, and dialogue management frameworks to build conversational AI models.
      • Natural Language Processing (NLP): Apply advanced NLP techniques to understand and interpret user input, including intent recognition, entity extraction, sentiment analysis, and language understanding. Leverage pre-trained models and develop custom models to enhance chatbot capabilities.
      • Dialogue Management: Design conversational flows and dialogue trees to create smooth and interactive chatbot experiences. Implement state-of-the-art dialogue management techniques, such as reinforcement learning or rule-based systems, to handle complex conversations and maintain context.
      • Machine Learning Integration: Integrate ML algorithms and models into chatbot systems to enhance response generation, question answering, and user engagement. Fine-tune models, apply transfer learning, and optimize algorithms for chatbot-specific requirements.
      • Data Analysis and Enhancement: Analyze chatbot interactions, user feedback, and performance metrics to identify areas for improvement. Leverage user data to enhance chatbot behavior, refine language models, and personalize user experiences.
      • Platform Integration: Collaborate with software engineers and developers to integrate chatbot systems into various platforms, such as websites, mobile apps, messaging applications, or voice assistants. Ensure seamless integration and compatibility with existing systems and APIs.
      • Testing and Optimization: Develop robust testing methodologies and perform rigorous testing to validate chatbot performance, accuracy, and reliability. Continuously optimize chatbot behavior based on user feedback and real-world usage scenarios.
      • Documentation and Training: Document chatbot architectures, design decisions, and implementation details. Create user guides, documentation, and training materials to educate stakeholders and end-users on chatbot capabilities and best practices.
      • Industry Research and Innovation: Stay abreast of the latest advancements in chatbot technologies, NLP frameworks, and ML algorithms. Conduct research and contribute to the development of state-of-the-art chatbot systems.
    • Qualifications:
      • Bachelor's or Master's degree in Computer Science, Artificial Intelligence, or a related field. Equivalent industry experience will also be considered.
      • Strong background and hands-on experience in developing and deploying chatbot systems using NLP and ML techniques.
      • Proficiency in programming languages such as Python, Java, or JavaScript.
      • Knowledge of NLP frameworks and libraries, such as NLTK, SpaCy, or Transformers.
      • Familiarity with dialogue management frameworks, such as Rasa, Microsoft Bot Framework, or Dialogflow.
      • Experience in designing and implementing conversational flows, intents, and entities.
      • Solid understanding of ML algorithms, including supervised and unsupervised learning, as well as deep learning frameworks like TensorFlow or PyTorch.
      • Strong analytical and problem-solving skills, with the ability to analyze user interactions and optimize chatbot performance.
      • Excellent communication and collaboration skills, with the ability to work effectively in a team environment and interact with stakeholders from different backgrounds.
      • Proactive and self-motivated, with a passion for innovation and continuous learning in the field of chatbots and AI.

2023

  • "Chatbot Analyst." LinkedIn Job Posting
    • QUOTE: What You Will Do…
      • Chatbot Development: Build conversational workflows using available content, and help design non-existing content that will guide our members through a self-service conversation with our chatbot, Leif
      • Natural Language Processing (NLP): Apply advanced NLP techniques to understand and interpret user input, including intent recognition, entity extraction, sentiment analysis, and language understanding. Leverage pre-trained models and develop custom models to enhance chatbot capabilities
      • Machine Learning Integration: Integrate ML algorithms and models into chatbot systems to enhance response generation, question answering, and user engagement
      • Data Analysis and Enhancement: Analyze chatbot interactions, user feedback, and performance metrics to identify areas for improvement. Leverage user data to enhance chatbot behavior, refine language models, and personalize user experiences
      • Platform Integration: Collaborate with software engineers and developers to integrate chatbot systems into various platforms, such as websites, mobile apps, messaging applications, voice assistants, or CRM. Ensure seamless integration and compatibility with existing systems and APIs
      • Documentation and Training: Document chatbot architectures, design decisions, and implementation details. Create user guides, documentation, and training materials to educate stakeholders and end-users on chatbot capabilities and best practices
    • Who You Are ...
      • Experience in developing and deploying chatbot systems using NLP and ML techniques
      • Experience in designing and implementing conversational flows, intents, and entities
      • Analytical and problem-solving skills, with the ability to analyze user interactions and optimize chatbot performance
      • Experience in using Solvvy, Zoom Virtual Agent, and Salesforce or call center platforms
Retrieved from "http://www.gabormelli.com/RKB/index.php?title=Chatbot_Developer&oldid=931451"