Machine Learning
Machine Learning Algorithms
Microsoft Azure Machine Learning
Python (Programming Language)
Python Software Development
Ability to work well in a team
Written and verbal communication
Numerical ability
Results orientation
1 CL8 AI Research Scientists
1. Deep Expertise in Machine Learning & AI Theory
2. Algorithm Design & Theoretical Innovation
3. Data Proficiency & Synthetic Data Generation
4. Responsible AI & Ethical Awareness
5. Programming & Tooling
Proficiency in:
Python, TensorFlow, PyTorch, and JAX
Cloud-based AI platforms (e.g., Azure OpenAI, AWS SageMaker)
Version control, containerization (Docker), and MLOps pipelines
The Azure OpenAI Service L100 deck also emphasizes the evolution of tooling from symbolic AI to modern generative models 6.
6. Collaboration & Communication
AI Research Scientists often work in interdisciplinary teams and must:
Publish research
Present at conferences
Collaborate with engineers, product teams, and stakeholders
2 CL8 ML Research Engineers:
1. Mathematical & Statistical Foundations
2. Programming & Software Engineering
3. Model Development & Experimentation
4. MLOps & Deployment
5. Data Engineering & Feature Engineering
ML Research Engineers must be adept at:
Pay: ₹2,200,000.00 - ₹3,000,000.00 per year
Benefits:
Work Location: In person