AI/ML Architect
As an AI/ML Architect, you will play a crucial role in designing and implementing robust, scalable, and efficient AI/ML solutions for our diverse range of projects. The successful candidate will be responsible for understanding business requirements, defining architecture, and leading the development of AI/ML models that drive innovation and enhance business outcomes.
Job Title: AI/ML Architect
Position Type : Full-time
Key Skills:
- NLP with GenAI (OpenAI, LLaMa models)
- AI/ML algorithms and models
- Computer vision / OCR
- Azure AI skills
- Python
- TensorFlow
- PyTorch
Responsibilities :
- Collaborate with cross-functional teams to understand business objectives and requirements.
- Design end-to-end AI/ML architectures that align with business goals and scalability requirements.
- Evaluate and select appropriate technologies and frameworks for implementation.
- Lead the development and implementation of state-of-the-art AI/ML models.
- Utilize Python and other relevant tools to build and optimize machine learning algorithms.
- Ensure models are accurate, efficient, and scalable for deployment in production environments.
- Work closely with data engineers to ensure the availability of high-quality, clean, and relevant data.
- Develop and implement data preprocessing and feature engineering pipelines.
- Implement monitoring systems to track the performance of deployed models.
- Identify opportunities for optimization and improvement in model accuracy and efficiency.
- Collaborate with cross-functional teams, including data scientists, engineers, and business stakeholders.
- Document architecture, design decisions, and code to ensure knowledge transfer and maintainability.
Education and Experience:
- BS/MS in Computer Science, Computer Engineering, or equivalent technical fields.
- 10+ years of experience with enterprise-grade SW development projects