Machine Learning Engineer

2 weeks ago


Chennai, Tamil Nadu, India Merit Data and Technology Full time

Job Title: Machine Learning Engineer

Location: PAN India

Mandatory Skills: Python, MLAI, Deep Learning, NLP, NER packages, Semantic modelling, Elastic

Job Description:

  • Develop advanced machine learning and deep learning systems.
  • Implement effective machine learning tests and experiments.
  • Design and develop efficient machine learning algorithms.
  • Plan, execute, measure results, and drive improvement on a continuous basis.
  • Manage available resources to meet deadlines.
  • Collaborate with team members to solve business problems.
  • Mentor junior and mid-level engineers.
  • Communicate effectively with stakeholders.

Experience:

  • Hands-on experience with NumPy, Pandas, and NLP libraries.
  • Effective visualization of text data and data cleansing techniques.
  • Transform natural language into useful features using text representation techniques.
  • Develop and explain machine learning and deep learning models.
  • Identify entities and relationships between entities using NLP libraries.
  • Establish semantic relationships and similarities between documents.
  • Implement algorithms to extract keywords from documents.
  • Develop models using ANN, RNN, and Attention mechanisms.
  • Experience in computer vision and image data processing.

Qualification:

  • 3+ years of experience in ML and related technologies.
  • Experience with Python is mandatory.
  • Knowledge of Agile development or other development methodologies.
  • A College or University degree in computer science or equivalent.

Good to Have:

  • Experience with Google Cloud Platform or Azure ML Platform.
  • Experience with knowledge graph and advanced deep learning models.
  • Experience with SQL/NoSQL databases.

Required Soft Skills:

  • Demonstrate drive, determination, and enthusiasm as a team member.
  • Exhibit ability to solve problems efficiently.
  • Be dedicated, self-disciplined, proactive, and follow deadlines.
  • Have good analytical, communication, and interpersonal skills.


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