Associate Architect - ML

IN KA Bengaluru, India

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While technology is the heart of our business, a global and diverse culture is the heart of our success. We love our people and we take pride in catering them to a culture built on transparency, diversity, integrity, learning and growth.


If working in an environment that encourages you to innovate and excel, not just in professional but personal life, interests you- you would enjoy your career with Quantiphi!

Must have skills:

  • 8+ years of relevant hands-on technical experience implementing, and developing cloud ML solutions on AWS.

  • Experience in designing and developing scalable predictive models to address dynamic pricing, price promotion challenges and optimizing pricing strategies.

  • Experience in implementing A/B testing to evaluate the effectiveness of different pricing strategies.

  • Knowledge of a variety of machine learning techniques (Supervised/unsupervised etc.) (clustering, decision tree learning, artificial neural networks, etc.) and their real-world advantages/drawbacks.

  • Hands-on experience on AWS Machine Learning services. Proven experience using AWS Sagemaker leveraging different types of data sources, Training jobs, real-time and batch Inference, and Processing Jobs. 

  • Implement and manage MLOps principles and best practices for ML architecture.

  • Experience with at least one of the workflow orchestration tools, Airflow, StepFunctions, SageMaker Pipelines, Kubeflow etc. 

  • Ability to create end to end solution architecture for model training, deployment and retraining using native AWS services such as Sagemaker, Lambda functions, etc.

 

 

Good to have skills:

  • Experience in dynamic pricing, price promotion and price optimization.

  • Ability to collaborate with cross-functional teams such as Developers, QA, Project Managers, and other stakeholders to understand their requirements and implement solutions.

  • Experience with software development.

  • Able to effectively design software architecture as required.

If you like wild growth and working with happy, enthusiastic over-achievers, you'll enjoy your career with us!

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* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰

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Tags: A/B testing Airflow Architecture AWS Clustering Excel Kubeflow Lambda Machine Learning MLOps Model training Pipelines SageMaker Testing

Perks/benefits: Career development

Region: Asia/Pacific
Country: India

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