Data Scientist
- Lancesoft
- 6 - 8 years
- Bengaluru
- 1 month ago
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Job Description
Role & responsibilities
JD-Data Scientist
- Do you have 6 experience in working statistical modelling and statistical analysis (z test, t test, hypothesis testing, distribution analysis (normal, Poisson, etc.)
- Do you have 6+ years of working on building machine learning models (SVM, Gradient boosting, Random forest, decision trees, etc.)
- Do you have 6+ years of hands-on experience in Python programming. Also how do they rate yourself in Python (only consider who rate themselves 7 or above)
- Do you understand Linear Algebra, differential calculus, etc from the model perspective.
- Use cases related to Dynamic pricing and Revenue Management
Key Skills - Python , Statistical Modelling, Statistical Analysis , Machine learning , Regression Model , Mathematics
Accountabilities
- Analyze specifications, help to define user requirements for the development of software solutions.
- Design and development.
o Design technical solutions and perform feasibility studies.
o Propose viable technical solutions.
o Develop software according to Client standards.
- Data Engineering Activities
o Acquire datasets that align with business needs.
o Develop algorithms to transform data into useful, actionable information.
o Design, develop, construct, test, and maintain optimal data pipeline architectures.
o Create new data validation methods and data analysis tools.
o Ensure compliance with data governance and security policies.
o Identify ways to improve data reliability, efficiency, and quality.
- Data Science activities
o ML Model training.
o ML Model calibration for different customers
o KPI definition and measurements.
o Data mining, data analysis
- Research
o Design new algorithms / models. Enhance the existing ones.
o Industrialize and implement new prototypes.
- Test and support
o Conduct unit, package and performance tests and ensure a level of quality in line with the Client guidelines.
o Participate in the validation phase of the product cycle, fine-tuning when necessary to finalize the product.
o Support the customer, perform investigation about the model result and behavior.
- Documentation
Skills
- Python/Java/Scala/PySpark.
- Applied ML experience (PyTorch, Tensorflow, Kera, XGBoost)
- Kafka
- SQL , MongoDB
- Tableau / PowerBI
- Interest in Mathematics and Modelling.
- Big Data: Hadooop-Spark-Scala knowledge.
- Knowledge on Cloud/Azure/Databricks is a plu
Preferred candidate profile
Job Classification
Industry: BankingFunctional Area / Department: OtherRole Category: OtherRole: OtherEmployement Type: Full timeContact Details:
Company: LanceSofLocation(s): Bengaluru
Keyskills: Data Science Statistical Modeling Machine Learning Pyspark Time Series Analysis Python
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