Senior Python Backend Developer at Vennote Technologies Limited

Job Overview

Location
Lagos, Lagos
Job Type
Full Time
Date Posted
1 year ago

Additional Details

Job ID
104057
Job Views
107

Job Description



Responsibilities:



  • Design backend architecture: Define the system's components, data flow, and communication protocols of a chatbot architecture.

  • Select appropriate frameworks and libraries: Choose the most suitable tools for the project, such as Flask, Django, or FastAPI.

  • Implement RESTful APIs: Create well-structured APIs for communication between the chatbot's frontend and backend.

  • Integrate NLP libraries: Incorporate libraries like NLTK, spaCy, or Gensim for tasks such as tokenization, stemming, lemmatization, and part-of-speech tagging.

  • Develop language models: Train or fine-tune language models (e.g., BERT, GPT-3) to understand and respond to user queries effectively.

  • Implement intent recognition and entity extraction: Use NLP techniques to identify the user's intent and extract relevant entities from their queries.

  • Design and implement database schema: Create a suitable database structure to store conversation history, user profiles, and other relevant data.

  • Optimize database performance: Implement indexing, caching, and query optimization techniques to ensure efficient data retrieval.

  • Develop the chatbot's logic: Create rules, decision trees, or state machines to guide the chatbot's responses and conversation flow.

  • Implement context management: Maintain conversation context to provide personalized and relevant responses.

  • Handle user input variations: Account for different ways users may express the same intent.


 


Qualifications:



  • Bachelor’s degree in computer science, Engineering, or a related field.

  • 10 years + Proven experience in backend software development, with a strong focus on building scalable and high-performance systems in python

  • Expertise in database technologies (e.g., SQL, NoSQL) and data modeling.

  • Solid understanding of API development and integration.

  • Experience with cloud platforms (e.g., AWS, GCP, Azure) is preferred.

  • Knowledge of NLP and machine learning concepts is a plus.

  • Strong problem-solving and analytical skills.

  • Excellent communication and teamwork abilities.


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