V
Senior Python Backend Developer at Vennote Technologies Limited
Vennote Technologies Limited
NGN
Confidential
New
1 week ago
- Minimum Qualification :
- Experience Level : Senior level
Job Description/Requirements
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Job Title: Senior Python Backend Developer
Location: Lagos
Job type: Full-time
Responsibilities
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- Location: Nigeria
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- Job type: Full-Time
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We Are Recruiting To Fill The Position Below
Job Title: Senior Python Backend Developer
Location: Lagos
Job type: Full-time
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.
- 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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