Développeur IA / Machine Learning (H/F)
Extia · Paris, Île-de-France, France
- On site
- Full-time
- €55,000 / year
- Paris, Île-de-France, France
Job highlights
- Develop and deploy AI solutions using Python.
- Create user interfaces with Streamlit, Gradio, Flask.
- Implement ETL for data management.
- Collaborate with business experts on AI tools.
- Improve tools based on user feedback.
About the role
AI Machine Learning Developer (H/F)
Join Extia as an AI Machine Learning Developer and contribute to innovative AI-driven solutions. This role involves developing and deploying AI solutions using Python, creating user interfaces with various frameworks, and collaborating with business experts.
Main Responsibilities
- Develop and deploy AI-based solutions using Python.
- Create user interfaces with Streamlit, Gradio, Flask, and other relevant frameworks.
- Collaborate with business experts to understand requirements and adapt tools accordingly.
- Implement ETL processes for data management and transformation.
- Utilize libraries such as Pandas and Scikit-Learn for data manipulation and machine learning tasks.
- Continuously improve tools based on user feedback and data analysis.
- A strong understanding of cybersecurity is expected.
Additional Responsibilities
- Participate in the integration of new AI tools and technologies.
- Provide technical advice and support to team members.
What You Bring
- Proficiency in Python programming.
- Knowledge of Large Language Models (LLMs) and machine learning.
- Experience with Streamlit, Gradio, and Flask for interface development.
- Understanding of the data lifecycle and ability to leverage user feedback for continuous improvement.
- Knowledge of ETL processes.
- Familiarity with Pandas and Scikit-Learn libraries.
- Excellent collaboration and teamwork skills.
- Attention to detail and rigor.
- Adaptability and ability to manage change.
- Excellent oral and written communication skills.
What We Offer
- 50% remote work flexibility.
- 100% coverage of public transport costs, meal vouchers, and a premium health insurance.
- An advantageous employee savings plan (CSE) and year-round challenges.
- Performance-based bonuses.
- 250 events per year to connect with colleagues and enjoyable office spaces.
- Training, conferences, and an e-learning platform with LinkedIn for skill development.
- Professional communities and mentorship programs.
- An e-sport community: Extia Gaming!
Key skills/competency
- Python
- Machine Learning
- AI Development
- Data Engineering
- ETL Processes
- Streamlit
- Gradio
- Flask
- Pandas
- Scikit-Learn
Skills & topics
- AI Developer
- Machine Learning Engineer
- Python Developer
- Data Scientist
- ETL Developer
- Full Stack Developer
- Software Engineer
- AI
- Machine Learning
- Python
- Pandas
- Scikit-Learn
- Streamlit
- Gradio
- Flask
- ETL
- LLM
- Cybersecurity
- Remote Work
- Hybrid Work
How to get hired
- Tailor your resume: Highlight Python, ML, and ETL experience.
- Showcase projects: Include examples of AI solutions and interfaces built.
- Demonstrate collaboration: Emphasize teamwork and communication skills.
- Understand Extia's culture: Align your application with their values and offerings.
- Prepare for technical interviews: Be ready to discuss AI concepts and tools.
Technical preparation
Master Python and its data science libraries.,Practice building ML models with Scikit-Learn.,Develop interfaces with Streamlit or Flask.,Understand and implement ETL pipelines.
Behavioral questions
Describe a challenging AI project you managed.,How do you handle conflicting user feedback?,Share an experience of adapting to new tech.,How do you ensure data security in projects?
Frequently asked questions
- What is the typical career path for an AI Machine Learning Developer at Extia?
- At Extia, an AI Machine Learning Developer can progress by deepening their expertise in AI and ML, taking on more complex projects, and potentially moving into lead or specialist roles. The company also offers opportunities in professional communities and mentorship to guide career growth.
- How does Extia support continuous learning for its AI Machine Learning Developers?
- Extia provides comprehensive support for continuous learning through various channels, including training sessions, conferences, an e-learning platform with LinkedIn, professional communities, and mentorship programs, ensuring developers stay updated with the latest AI advancements.
- What is the work environment like for an AI Machine Learning Developer at Extia?
- The work environment at Extia is collaborative and dynamic, with a focus on innovation and employee well-being. The company offers a hybrid work model (50% remote), numerous social and professional events, and an e-sport community.
- Can I work remotely as an AI Machine Learning Developer at Extia?
- Yes, Extia offers a hybrid work arrangement with 50% remote work flexibility for the AI Machine Learning Developer role, allowing for a good work-life balance.
- What are the key technical skills required for the AI Machine Learning Developer role at Extia?
- Key technical skills include strong Python programming, knowledge of machine learning and LLMs, experience with interface frameworks like Streamlit, Gradio, and Flask, familiarity with ETL processes, and proficiency in libraries such as Pandas and Scikit-Learn.
- How does Extia handle data management and transformation for AI projects?
- Extia emphasizes robust data management through ETL (extraction, transformation, loading) processes, utilizing libraries like Pandas for data manipulation, and ensuring data quality for effective machine learning model development.
- What are the benefits of working as an AI Machine Learning Developer at Extia?
- Benefits include 50% remote work, full public transport coverage, meal vouchers, premium health insurance, performance bonuses, numerous company events, extensive training opportunities, professional communities, and a unique e-sport community.