MindTree Hiring Machine Learning Expert

Location: Chennai
Experience: 4+ Years
Role: Machine Learning

Job Description:

  • 3+ years of experience in application of Machine Learning with at-least one year in Deep Learning (Mandate)
  • 1+ years of experience in all or any  two (keras, tensorflow, pytorch)
  • 2+ years of experience working with numpy
  • Should be conversant with State of the art research in ML/DL.
  • Exposure in both the theory and practice of machine learning techniques (supervised and unsupervised learning, Artificial Neural Networks, Convolution NN, Recurrent NN, etc.)
  • Ability to decide, articulate what machine learning algorithms / techniques would be most suitable for a given problem scenario.
  • Programming expertise in Python in Linux environments.
  • High self-motivation, focus and enthusiasm to gather & prepare data to the required format for ML models and validate.
  • Hands on experience with data cleaning, preprocessing, augmentation etc for image or language(text) related ML/DL tasks.
  • Good understanding of Linear Algebra, Calculus and Probability for ML.
  • Ability to Read research article and translate to working models.

Machine Learning, Deep Learning,numpy,Keras,Tensorflow,pytorch,python,

  • As a individual contributor you will be responsible for building models to derive insights from large amounts of diverse data.
  • Gather, process and analyze large dynamic real-world data sources
  • Define reusable components/frameworks, standards to be used & tools to be used and help bootstrap the engineering team
  • Identify areas, conceptualize, prototype and prove benefits in turning ideas into machine learning models in the domain of Mindtree customers.
  • Develop new and customer relevant machine learning techniques / models. Map state-of-the-art Machine Learning algorithms to customer use cases.

Other Responsibilities

  • Write ‘Point of View’ document on emerging trends in ML / AI
  • Conduct internal sessions on related topics
  • Strong analytical and problem-solving skills, along with the creativity to work around road block