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26 Quantiphi Analytics Solutions Private Limited Jobs
Data Scientist
3-8 years
Mumbai, Bangalore / Bengaluru, Thiruvananthapuram
1 vacancy
Data Scientist
Quantiphi Analytics Solutions Private Limited
posted 5mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
As a Machine Learning Engineer at Quantiphi, you will be responsible for designing and developing advanced machine learning models and algorithms to solve complex business problems. You will work on optimizing and deploying these models on AWS infrastructure, ensuring scalability and reliability.
Must have skills:
- 3+ years of experience on Python, SQL.
- Experience in object oriented programming and software development lifecycle.
- Exposure on Time Series Forecasting open source libraries (example prophet, darts, nixtla, gluonTS etc)
- Advanced math,probability and statistics knowledge, particularly in the areas of calculus, linear algebra, and Bayesian statistics.
- Experience with Cross validation, backtesting, model selection, hyper-parameter fine-tuning, regularization, model calibration, monitoring model performance
- Technical experience implementing, and developing cloud ML models.
- Must have worked on version control systems such as Github and Code commit.
- Exposure of Docker containerization.
- Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks
- Experience developing Predictive modelling and statistics for classification, clustering, Time series forecasting.
- Train and validate both deep learning-based and statistical-based models considering use-case, complexity, performance, and robustness
- Experience on Pytorch - TensorFlow.
Role & Responsibilities :
- Experimenting with range of models, evaluating model performance and model selection.
- Performing data cleaning, feature engineering, selection and evaluation.
- Implementing the data and model training pipelines on cloud using AWS services such as sagemaker, lambda functions, etc
- Documentation for Model architecture and solutions
- Collaboration with cross-functional teams, including platform engineers, Machine learning engineers, software developers and business stakeholders, to ensure data solutions meet business needs.
- Adhering to project timelines
- Communicate with non-technical stakeholders to understand their data requirements and convey the benefits of data solutions, including migration strategies
Good to have skills:
- Experience with Ensemble machine learning models
- Experience on building solutions on AWS architecture and exposure to AWS services (like Lambda, ECS, Airflow, Elastic search, etc.)
- Experience with AWS services such as Sagemaker for model training, Fine Tuning and Deployment.
- Relevant AWS certifications such as AWS Machine Learning speciality, AWS Solutions Architect.
- Experience with DevOps practices and continuous integration/continuous deployment (CI/CD) pipelines for data solutions.
- Implement and manage MLOps principles and best practices for machine learning models
Employment Type: Full Time, Permanent
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What people at Quantiphi Analytics Solutions Private Limited are saying
Data Scientist salary at Quantiphi Analytics Solutions Private Limited
reported by
25
employees
₹5
L/yr - ₹18.5
L/yr
20%
less
than the average Data Scientist Salary in India
View more details
What Quantiphi Analytics Solutions Private Limited employees are saying about work life
based on 751 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Quantiphi Analytics Solutions Private Limited Benefits
Submitted by Company
Health & Wellness Collaboration Health Insurance Sabbaticals & Personal Time Off Education Assistance Books & Reading Collaboration
Submitted by Employees
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