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Associate Data Scientist

Associate Data Scientist

InnoplexusPune, Maharashtra, India
8 hours ago
Job description

Innoplexus offers Data as a Service and

Continuous Analytics as a Service products, leveraging Artificial Intelligence and advanced analytics to help reduce the time to market, significantly.

Our products leverage proprietary algorithms and patent pending technologies to help global Life sciences & Financial services organizations with access to relevant data, real time intelligence & intuitive insights, across the life cycle of the products.

We automate the collection, curation, aggregation, analysis & visualization, of billions of data points from thousands of data sources, using domain-specific language processing, ontologies, computer vision, machine learning, network analysis and more.

Key Responsibilities :

  • Develop solutions for realworld noisy data, large-scale problems
  • Develop highly scalable deep learning algorithms to improve our products
  • Develop state-of-the-art machine learning and neural network methodologies to improve our intelligence platform
  • Use machine learning & deep learning techniques to create new, scalable solutions for business problems
  • Develop NLP & computer vision-based pipelines and technologies for acquiring, parsing, interpreting and visualizing unstructured data
  • Analyse and extract relevant information from large amounts of data to help in automating the solutions and optimizing key processes
  • Help team in building large scale continuous / online learning systems
  • Help team to build experimentation to production pipeline
  • Stay current with the latest research and technology and communicate your knowledge throughout the enterprise
  • Create IP for Innoplexus through patents and publications

Required Experience :

  • Strong track record in AI / ML publications in renowned scientific journals or conferences.
  • Experience in any of the following : Computer Vision, Image Processing, Speech Recognition, Natural Language Understanding, Machine Learning, Deep Learning, HCI, Text Mining, Computational Genomics, Bioinformatics, other Machine Intelligence / Artificial Intelligence related areas.
  • Experience in Graph algorithms and Graph Embeddings(node2vec, graph2vec)
  • Strong in Python programming Knowledge of commonly used machine learning tools : pytorch, scikit-learn, gensim, pandas
  • Knowledge and hands-on experience in Computational Genomics and Bioinformatics is good to have
  • Required qualification :

  • MS in Computer Science, Statistics, Applied Maths or related domain
  • Degree in Computer Science, related Machine Learning field or equivalent practical
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