2+ Applied mathematics Jobs in Bangalore (Bengaluru) | Applied mathematics Job openings in Bangalore (Bengaluru)
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Key Responsibilities:
· Architectural Leadership: Design and lead the development of robust, scalable AI architectures, ensuring high performance, reliability, and security.
· Applied Mathematics & Statistics: Apply statistical analysis, numerical computation, and mathematical modeling to derive insights from large-scale data and optimize model performance.
· Deep Learning Development: Design, train, and deploy advanced Deep Learning (DL) models.
· Technical Mentorship: Mentor engineering teams on best practices for AI/ML, coding standards, and architectural design.
· Model Optimization: Optimize models for speed, efficiency, and accuracy using techniques like pruning, quantization, or GPU acceleration.
· Strategy & Innovation: Evaluate and select appropriate AI frameworks, tools, and platforms, staying abreast of cutting-edge research and industry trends.
Qualifications:
Required:
· Education: Master's or PhD in Computer Science, Applied Mathematics, Statistics, Physics, or a related quantitative field.
· Experience: 10+ years of experience in software development, with at least 3-5 years in a Applied Mathematics and Deep learning.
· AI/ML Expertise: Proven experience designing and deploying deep learning models in production using frameworks.
· Mathematics/Statistics: Strong proficiency in linear algebra, calculus, probability, and statistical methods.
· Programming Skills: Expert-level coding skills in Python (NumPy, Pandas, Scikit-learn) and experience with languages like Java or C++.
Key Competencies:
- Strategic mindset with deep operational awareness.
- Excellent communication and stakeholder management skills.
- Ability to simplify complex technical concepts for executive reporting.
- Strong leadership, people development, and cross-functional influencing skills.
Bias for action and a relentless focus on continuous improvement.
Data Science● Research and develop advanced statistical and machine learning models for
analysis of large-scale, high-dimensional data.
● Dig deeper into data, understand characteristics of data, evaluate alternate
models and validate hypothesis through theoretical and empirical approaches.
● Productize proven or working models into production quality code.
● Collaborate with product management, marketing and engineering teams in
Business Units to elicit & understand their requirements & challenges and
develop potential solutions
● Stay current with latest research and technology ideas; share knowledge by
clearly articulating results and ideas to key decision makers.
● File patents for innovative solutions that add to company's IP portfolio
Requirements
● 4 to 6 years of strong experience in data mining, machine learning and
statistical analysis.
● BS/MS/PhD in Computer Science, Statistics, Applied Math, or related areas
from Premier institutes (only IITs / IISc / BITS / Top NITs or top US university
should apply)
● Experience in productizing models to code in a fast-paced start-up
environment.
● Expertise in Python programming language and fluency in analytical tools
such as Matlab, R, Weka etc.
● Strong intuition for data and Keen aptitude on large scale data analysis
● Strong communication and collaboration skills.
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