Posted:2 days ago|
Platform:
On-site
Full Time
The AI Developer will leverage artificial intelligence and machine learning techniques to design, develop, and implement solutions that address complex business challenges. The role involves collaborating with cross-functional teams to enhance product offerings and drive innovation through AI technologies.
1. AI Solution Development:
- Design and develop AI models and algorithms to solve specific business problems.
- Implement machine learning pipelines and workflows, ensuring scalability and efficiency.
2. Data Analysis and Preprocessing:
- Analyze large datasets to extract meaningful insights.
- Perform data cleaning, transformation, and augmentation to prepare for model training.
3. Model Evaluation and Optimization:
- Evaluate model performance using appropriate metrics.
- Optimize models for accuracy, speed, and resource utilization.
4. Collaboration and Communication:
- Work closely with product managers, data scientists, and software engineers to integrate AI solutions into existing systems.
- Communicate findings and recommendations to stakeholders in a clear and concise manner.
5. Research and Innovation:
- Stay updated with the latest trends and advancements in AI and machine learning.
- Experiment with new technologies and methodologies to continually improve processes and outcomes.
6. Documentation and Reporting:
- Document AI workflows, model specifications, and development processes.
- Prepare regular reports on project progress and results.
7. Team Player:
- Work with a team to deliver mission critical projects in a timely fashion.
- Take up challenges and try to come with innovative solutions collaboratively.
- Educate new team Members if they are unaware of any new or existing advancements in the field of AI.
- Bachelor’s or master’s degree in computer science, Artificial Intelligence, Machine Learning, or related field.
- Proven experience in AI development (Vision and NLP).
- Proficiency in programming languages such as Python, R, or Java.
- Experience with AI frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn, RAG, Langchain, OLLAMA etc).
- Deployed Models on Production systems with MLOps experience.
- Worked deeply with Gen-AI models and optimized the same.
- Experienced in Agile way of working in a goal-based environment.
- Strong analytical and problem-solving skills.
- Excellent communication and teamwork abilities.
- Successful deployment of AI models that improve business processes or product features.
- Enhanced understanding and utilization of AI across the organization.
- Continuous improvement in AI methodologies and practices.
Performance will be evaluated based on the quality and impact of AI solutions developed, collaboration effectiveness, and contribution to team goals. Regular reviews will be conducted to assess progress and align objectives.
Capgemini Invent
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