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Data Science Specialist

Data Science Specialist

Publicis Global Delivery (PGD)Bengaluru, Karnataka, India
2 days ago
Job description

You will be responsible for design and engineering aspects of the Machine Learning ecosystem developing life cycle frameworks and delivering state-of-the-art solutions for ML pipelining, deployment and integration with the back-end product. Ensure efficient architecture and low-level design of deep learning-based solutions and high-quality deliverables with focus on innovation, scientific research, experimentation and optimal design.

As a subject matter expert, you will be combining your professional experience and an intrinsic desire for problem solving.

  • Development and implementation of ML models for product brand extraction based on product name, description and other attributes
  • Development and implementation of ML-based product matching solutions
  • Development of text-based product classification tools
  • Analyze big amount of data from online retailers using statistical techniques to identify patterns
  • Build ML, statistical and analytical models, forecasting models
  • Create ML\DL solution and infrastructure
  • Responsible for statistical analysis and model research to develop an advanced analytical approach to generate the required insights
  • Design and implement efficient, fault-tolerant Machine Learning flows for processing high-velocity, heterogeneous data, including optimization of Machine Learning workflows for building automated decision systems that provide future predictions
  • Provide statistical analysis of large and complex datasets and ensure accuracy in analysis
  • Develop innovative and effective approaches to solve analytics problems

You will fit right in if you have –

  • 8 years of relevant experience in the domain
  • Bachelor’s degree in Computer Science or equivalent
  • 4+ years’ experience researching and developing ML models for big data analysis
  • Experience of deep learning in NLP (LSTM, BERT, etc.)
  • Proficiency with any deep learning framework, Tensorflow + Keras is preferred
  • 3+ years’ experience and deep understanding of text processing techniques and best practices (classification, NER, text ranking)
  • Python (Pandas, NumPy , scipy, scikit-learn)
  • Textual data processing libraries (NLTK, GenSim)
  • 2+ years’ experience of training and productionalization of deep learning models
  • 3+ years’ experience of software development in Python
  • Excellent knowledge of the data science problems, including large scale data and data pipeline management
  • Excellent presentation skills, communication skills, verbal and written
  • Expert in using data analytical and modeling tools
  • Excellent knowledge in using visualization tools
  • Strong interpersonal skills and a combination of analytical skills, intellectual curiosity, and accountability
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    Data Science Specialist • Bengaluru, Karnataka, India

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