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Data Scientist
Chubb
·
4-8 years
₹ 12 - 23L/yr (AmbitionBox estimate)
Bangalore / Bengaluru
1 vacancy
Data Scientist
Chubb
posted 16d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- Address model drift and performance of business requirements as part of recurring operations, drive quantitative model maintenance prioritization, and inform stakeholders.
- Understand broad spectrum of Machine Learning and statistical models, impactful features from structured/unstructured data.
- Understand and have experience in models that help automation, getting insights, make smart decisions, are able to meet the desired KPIs post-production and predictive modelling in Python, Azure (optional), Insurance(optional)
- Stay abreast of the developments in the rapidly changing field of AI and machine learning
- Gain deeper understanding of Chubbs business and develop expertise on multiple lines of business
- Collaborate with business partners and peers within the organization to understand the machine learning models and develop robust model monitoring solutions that ensure data quality and analytic accuracy.
- Execute all aspects of analytics model monitoring including exploratory data analysis, data processing, and model monitoring.
- Ability to identify trends and outliers in model results and analyze drift and impact to business value.
- Research, recommend, and implement statistical and other mathematical methodologies appropriate for model monitoring.
- Create/Maintain excellent working relationships with business partners across the Chubb organization
- Provide supporting documentation for the models being monitored including documentation of methodologies used and data issues encountered.
- Required:
- Some experience utilizing model monitoring methodologies.
- Understanding of data mining predictive modeling, and ML concepts/ Probabilistic Models, Ensemble Techniques, Hyperparameter Optimization, machine learning models/sound knowledge of Regression/ Logistic Regression, Random forest, XGBoost, SVM, Clustering, statistical modelling (GLMs in particular), etc.
- Proficient in Python with strong capabilities in data analysis/modelling
- 4-8 years programming experience in using Python libraries / machine learning libraries.
- Strong Programming experience in Python.
- Strong Programming experience in SQL.
- The ability to multi-task, learn new things quickly, and demonstrate excellent problem-solving skills.
- Preferred:
- Working knowledge/familiarity with Git version control.
- Practical experience with MS Azure and Databricks.
- Experience in architecting and consuming APIs at scale.
- Desirable to have experience in visualization tools like Qlik, Power BI, Tableau etc.
- Experience with Text Analytics and Natural Language Processing. Experience with BERT models/understanding of vector embeddings and operations on unstructured data.
- Nice to have:
- Advanced knowledge of model tuning, evaluation, and operationalization.
- Experience with Deep Learning libraries (Tensorflow / Keras, PyTorch, MXNet, etc.). Experience with Azure ML/ MLFlow.
- Experience with at least one other programming language (Python, R, Julia, Scala, Go, Java, C ++ ).
- You will be joining a group of diverse and driven professionals trained to succeed in today s advanced analytics landscape.
- Opportunity to cultivate a robust career; we accommodate your growth and development even as we expect you to make meaningful contributions to our company.
Employment Type: Full Time, Permanent
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What people at Chubb are saying
Rating based on 3 Data Scientist
reviews
Anonymous · Data Science & Analytics
in Bangalore / Bengaluru
Culture Domain exposure WFH
- Job security - Excellent+3 more
Nothing much as of now
Data Scientist salary at Chubb
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Chubb Benefits
Health and Welfare Benefits Insurance Benefits Upskilling Benefits Savings and Investment plans 
Work From Home 
Free Food 
Health Insurance 
Education Assistance 
Cafeteria 
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