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Machine Learning Architect
2 weeks 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 cloud-based systems utilizing APIs.
- Develop and maintain ML systems utilizing open-source tools.
- Implement machine learning methodology and adhere to best practices.
- Stay updated with the latest ML techniques and tools.
Must Have :
- 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.
Qualifications : Bachelor's degree in Computer Science, Data Science, or a related field. (ref:hirist.tech)
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