6 Publicis Resources Jobs
Python Developer (6-8 yrs)
Publicis Resources
posted 2d ago
Flexible timing
Key skills for the job
Job Description :
1. Collaborate with data scientists and AI engineers to understand project requirements and translate them into scalable Python code.
2. Develop, implement, and optimize machine learning models using Python libraries such as TensorFlow, PyTorch, or scikit-learn.
3. Design and implement machine learning algorithms, including supervised and unsupervised learning methods, reinforcement learning, and deep learning techniques.
4. Develop and implement evaluation metrics and methodologies to assess algorithm performance.
5. Stay up-to-date with the latest advancements in machine learning and artificial intelligence, and apply new techniques and technologies to enhance existing algorithms.
6. Create and optimize prompts that elicit desired responses from AI language models, taking into consideration various use cases and user requirements.
7. Analyze user interactions and feedback to iteratively enhance prompts for better model performance.
8. Develop and implement evaluation metrics and methodologies to assess the effectiveness of prompts in achieving desired outcomes.
9. Work closely with Open AI and Gen AI APIs to integrate their capabilities into our AI solutions.
10. Perform data preprocessing, feature engineering, and data augmentation to prepare datasets for training and evaluation.
11. Conduct model evaluation, hyperparameter tuning, and performance optimization to achieve state-of-the-art results.
12. Collaborate with the research team to stay updated on the latest advancements in AI and machine learning.
13. Design and implement regression and linear algorithms to address specific business challenges.
14. Create and maintain documentation for code, algorithms, and models.
15. Ensure code quality, maintainability, and scalability by following best practices and code review processes.
16. Stay informed about emerging trends in AI, machine learning, natural language processing and related technologies.
17. Azure cloud, azure cognitive services would be an added advantage.
18. Understanding of AI application development, deployment and testing.
19. Knowledge of databases
Qualifications :
- Bachelor's or master's degree in computer science, Data Science, or a related field.
- Proven experience (X Years) as a Python Developer with a focus on AI and machine learning.
- Strong knowledge of Python programming and proficiency in relevant libraries (e.g., TensorFlow, PyTorch, scikit-learn, tabula, OCR).
- Expertise in working with Open AI and Gen AI APIs.
- Solid understanding of machine learning concepts, regression, and linear algorithms.
- Experience with prompt engineering and natural language processing (NLP), image processing is a plus.
- Excellent problem-solving skills and attention to detail.
- Strong communication and teamwork skills.
- Ability to work independently and meet project deadlines.
Functional Areas: Software/Testing/Networking
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