SDBI - School Of Data Science & Business Intelligence
Website:
sdbi.in
Job details:
Job Title: Visiting Faculty – Linear Algebra and Calculus
Location: Pune (On-campus – Garware College)
Position Type: Visiting / Part-Time
Target Audience: B.Sc. Data Science Students (First Year)
Course Duration: 60 Hours (Delivered Across a Semester)
Course Overview
This course introduces students to the mathematical foundations essential for data science, focusing on Linear Algebra and Calculus concepts used in analytics, machine learning, and computational modeling.
The course will build strong conceptual understanding while connecting mathematical principles to real-world applications in data analysis, optimization, and machine learning.
The teaching approach should emphasize clear conceptual explanation, structured problem solving, and practical applications relevant to data science. Students should complete the course with the ability to understand and apply key mathematical tools used in modern data science workflows.
Teaching Approach
Strong emphasis will be placed on:
- Conceptual clarity and intuitive understanding
- Structured problem-solving techniques
- Real-world applications in data science and analytics
- Practical examples connecting mathematics with machine learning concepts
- Regular exercises and problem-based learning
Key Topics to Be Taught
Foundations and Mathematical Basics
Linear Algebra Fundamentals
Calculus Fundamentals
Optimization Concepts
Applications in Data Science
Ideal Candidate Profile
- Postgraduate degree in Mathematics, Statistics, Data Science, Engineering, or related field
- Strong conceptual expertise in Linear Algebra and Calculus
- Ability to connect mathematical concepts with data science applications
- Prior teaching experience at undergraduate level preferred
- Ability to explain mathematical concepts clearly and intuitively to beginner-level students
- Strong focus on problem-solving and conceptual clarity
Commitment & Delivery Format
- Total Duration: 60 hours per semester
- Weekly Teaching Load: Approximately 4–6 hours
- Mode: On-campus teaching in Pune (Garware College)
- Faculty will be expected to:
- Conduct interactive lectures and problem-solving sessions
- Design assignments and practice exercises
- Support internal assessments and evaluations
What We Value Most
- Strong conceptual teaching approach
- Clear and structured explanation of mathematical ideas
- Ability to connect mathematics with data science applications
- Student engagement and mentorship
- Focus on building strong analytical thinking foundations
How to Apply
Interested candidates may send their resume to info@sdbi.in or apply directly through the platform where this position is listed.
Click on Apply to know more.