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Machine Learning – Team Lead

Job Responsibilities

  • Lead a full stack team of Machine Learning engineers & Data scientist to deliver AI Vision and AI services to the Impelsys product suite and client engagements
  • Act as a technical thought leader in collaboration with the leadership team, helping to set the strategy and standards for Machine
  • Learning including NLP and advanced analytics
  • Work with senior leaders from all functions to explore opportunities for using machine learning and advanced analytics
  • Direct ML engineers and data scientist in the use of advanced statistical, machine learning, and artificial intelligence methodologies while also ensuring quality
  • Provide technical leadership, coaching, and mentoring to team on a day-to-day basis
  • Direct ML engineers and data scientists in the use of advanced statistical, AI/ML methodologies while ensuring quality
  • Implement research-grade proofs-of-concept and work with the team to make that work production-ready
  • Work with the team to develop and publish research papers in journals of repute, blogs, and participate in conferences
  • Work with the Product Manager to ensure requirements are translated into team backlog.
  • Guide in Data acquisition and building gold standard domain datasets

Required Qualifications

  • Proven expertise in Artificial Intelligence including Machine Learning, and/or NLP focused areas and algorithms, such as classifiers, cluster analysis, regression, sequence modeling, probability theory, algorithm design and theory of computation
  • The potential candidates need to be well versed in classical text processing methodologies like hidden Markov models (HMMs), conditional random fields (CRFs), topic models, word-embeddings, part-of-speech (POS) tagging, etc.
  • Hands-on experience of Deep Learning (DL) techniques like convolutional neural networks (CNNs), recurrent neural networks (RNNs), long-term short-term memory (LSTM), etc is essential.
  • Preferred experience with large data sets, data mining & data acquisition.
  • A good understanding of machine learning (ML) tools or frameworks like Keras, Tensorflow, PyTorch, etc.
  • Hands-on coding experience, visualization, and statistical tools such as Python, R, and Tableau.
  • Working knowledge of databases and big data technologies like Hadoop or Apache Spark is a plus
  • Strong background in Large Scale Distributed Systems, Cloud Computing (AWS or similar) Demonstrated expertise via Kaggle or other competitions and/or high-quality publications.
  • Strong analytical, problem-solving & critical thinking skills.

Preferred Qualifications

  • Total experience: 10+ years
  • Relevant experience: 5+ years
  • Master’s Degree in Computer science (PhD is a plus)

Total Experience: 6 to 10 years

Education Qualification: Master’s Degree in Computer science (PhD is a plus)

Job Category: Team Lead
Job Type: Full Time
Job Location: Bangalore

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