Senior Associate

PwC Service Delivery Center

4 - 7 years

7 - 8 Lacs

bengaluru

Posted:2 hours ago| Platform:

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Skills Required

data analysis enterprise applications process improvement analytical machine learning data collection data quality dbms business intelligence forecasting

Work Mode

Work from Office

Job Type

Full Time

Job Description

Develop a deep understanding of different types of data, metrics, and KPIs to identify and formulate data science problems that drive impactful solutions.
Proficiency in Python/PySpark for AI development, data preprocessing, and scripting.
Strong understanding of core machine learning and statistical concepts including supervised, unsupervised, and reinforcement learning, feature engineering, and model optimization.
Handson experience in building, training, and deploying ML models for use cases such as prediction, recommendation, NLP, and computer vision.
Proficiency in Python and machine learning libraries such as scikitlearn, TensorFlow, PyTorch, XGBoost, and Hugging Face Transformers.
Familiarity with deep learning architectures CNNs, RNNs, Transformers and use cases in NLP, CV, and recommendation systems.
Experience with data preprocessing, feature selection, model evaluation, and hyperparameter tuning techniques.
Ability to design and deploy scalable ML pipelines leveraging cloud platforms preferably AWS, but Azure experience is also acceptable.
Familiarity with API development, microservices, and integrating ML models into enterprise applications.
Understanding of data security, goverce, and cost optimization in cloudbased AI environments.
Experience in AWS AI and ML services, including SageMaker, Lambda, Step Functions, API Gateway, and CloudWatch, for model deployment and orchestration.
Ability to work with containerization tools (Docker, Kubernetes) for deploying ML workloads.

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