2+ GLM Jobs in India
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Remote, Noida
2 - 5 yrs
₹22L - ₹30L / yr
GLM
Predictive modelling
Linear regression
+1 more
Insurity’s Next Data Scientist:
We are seeking a Data Scientist to join our Predict team, focused on building and maintaining predictive models that support underwriting, claims, and audit use cases across Workers' Compensation and Commercial Auto. This role will be based in India and will play a key part in scaling our data science capabilities.
What Our Data Scientist Will Do:
- Develop predictive models using GLM and machine learning techniques such as GBM, Random Forest, and XGBoost
- Perform feature engineering, selection, and transformation to optimize model performance
- Analyze structured and unstructured datasets to uncover insights and support model development
- Indentify and integrate third-party data sources to augment existing datasets and improve model accuracy
- Collaborate with product and engineering teams to integrate models into production environments
- Use AWS tools such as SageMaker and EC2 to build, train, and deploy models
- Document modeling decisions and communicate findings to technical and non-technical stakeholders
- Support model monitoring and performance tracking over time
Who We’re Looking For:
- 2-5 years of experience in data science or predictive modeling
- Strong understanding of GLM and ML algorithms (GBM, XGBoost, Random Forest)
- Experience with Python and relevant libraries (scikit-learn, pandas, NumPy)
- Familiarity with AWS tools, especially SageMaker and EC2
- Experience with feature engineering and model evaluation techniques
- Ability to translate business problems into analytical solutions
- Strong communication skills and ability to work collaboratively in a cross-functional team
- Bachelor's or Master's degree in a quantitative field (Statistics, Mathematics, Computer Science, Data Science)
- Active listening
- Analytical and critical thinking
- Self-starter and quick learner
- Detail-oriented
- Ability to collaborate and work independently
- Written and oral English communication
- Time management including work planning, prioritization, and organization
- Sound judgement
- Ability to handle multiple priorities or tasks
- Flexible and adaptable
Read more
Pune
1 - 5 yrs
₹3L - ₹15L / yr
Artificial Intelligence (AI)
Data Structures
Algorithms
+17 more
SD (ML and AI) job description:
Advanced degree in computer science, math, statistics or a related discipline ( Must have master degree )
Extensive data modeling and data architecture skills
Programming experience in Python, R
Background in machine learning frameworks such as TensorFlow or Keras
Knowledge of Hadoop or another distributed computing systems
Experience working in an Agile environment
Advanced math skills (Linear algebra
Discrete math
Differential equations (ODEs and numerical)
Theory of statistics 1
Numerical analysis 1 (numerical linear algebra) and 2 (quadrature)
Abstract algebra
Number theory
Real analysis
Complex analysis
Intermediate analysis (point set topology)) ( important )
Strong written and verbal communications
Hands on experience on NLP and NLG
Experience in advanced statistical techniques and concepts. ( GLM/regression, Random forest, boosting, trees, text mining ) and experience with application.
Advanced degree in computer science, math, statistics or a related discipline ( Must have master degree )
Extensive data modeling and data architecture skills
Programming experience in Python, R
Background in machine learning frameworks such as TensorFlow or Keras
Knowledge of Hadoop or another distributed computing systems
Experience working in an Agile environment
Advanced math skills (Linear algebra
Discrete math
Differential equations (ODEs and numerical)
Theory of statistics 1
Numerical analysis 1 (numerical linear algebra) and 2 (quadrature)
Abstract algebra
Number theory
Real analysis
Complex analysis
Intermediate analysis (point set topology)) ( important )
Strong written and verbal communications
Hands on experience on NLP and NLG
Experience in advanced statistical techniques and concepts. ( GLM/regression, Random forest, boosting, trees, text mining ) and experience with application.
Read more
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