Machine Learning Architect
1 week ago
Job Position : ML Architect
Location : Hyderabad (hybrid)
Duration : Full time, Permanent
Responsibilities :
Facilitate the development and deployment of proof-of-concept machine learning systems.
- Turn offline models crafted by data scientists into operational machine learning production systems.
- Support model development, focusing on auditability, versioning, and data security.
- Collaborate with Data Engineers to construct pipelines for analyzing and organizing raw data.
- Improve data quality and reliability while identifying opportunities for data acquisition.
- Create custom integrations between cloudbased systems utilizing APIs.
- Develop and maintain ML systems utilizing opensource tools.
- Implement machine learning methodology and adhere to best practices.
- Stay updated with the latest ML techniques and tools.
Expertise and seasoned experience in Python programming, particularly in text manipulation and document reading libraries.
Experience with Azure cognitive services such as Language resource and FaceAPI.
- Proficiency in frameworks including Numpy, Pandas, Scikit-Learn, Matplotlib, NLTK or Spacy, Keras, Tensorflow, and openCV.
- Built models leveraging Named Entity Recognition (NER), NLTK, NLP, and Spacy.
- Familiarity with data annotation tools like prodigy, doccano, etc., for labeling various types of raw data including text and images.
- Design neural network architectures (CNN, RNN, LSTM) to meet business requirements.
- Experience with vectorizers and word embeddings.
- Ability to design and implement cloud solutions, particularly building MLOps pipelines on Azure.
- Understanding of tools used by data scientists and experience with software development and test automation.
- Strong command over regular expressions in Python.
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