Machine Learning Architect

1 week ago


Hyderabad, Telangana, India MGA Group Full time

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.
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. )

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