Senior Data Scientist

7 days ago

Chennai, Tamil Nadu, India Teksands Full time
Senior Data Scientist,

Job Description:


DXC Analytics is looking for a senior data scientist with experience in NLP, Computer Vision, Time-series Forecasting and diverse ML Algorithms and is keen to expand their knowledge.

As a part of DXC Analytics, you will have an opportunity to work with a team of talented data scientists and solve some of the real-world AI/ML Use cases.

You will be working at a fast-paced environment to build rapid prototypes using state-of-the-art machine learning and NLP techniques and eventually productionize/operationalize them.


Job Responsibilities:

  • Participate in conceptualizing, designing, and developing AI/ML based solutions for healthcare domain using Computer Vision / Image Analytics/ Timeseries Forecasting.
  • Develop solutions around diverse challenges with some of them being Timeseries forecasting, Text Analytics, Prediction / Classification, Clustering, Recommender Systems, etc.
  • Operationalize built prototypes in cloud platforms like Azure or equivalent.
  • Quickly adapt to new programming language/libraries/platform.
  • Ability to rapidly prototype and demonstrate value for businesses.
  • Work effectively within a team environment under tight timelines.
  • Convey findings to clients and stakeholders.
  • Must be selfmotivated, highly client focused and can collaborate with multiple teams.

Experience Required:

  • 6+ years of experience in understanding a business challenge and formulating it as data science problem.
  • 5+ years of Python experience with opensource libraries like Scikitlearn, Pytorch, Gensim, Tika, SparkNLP and Spacy
  • 5+ years of experience with Machine learning techniques like K-Means Clustering, EM Algorithm, Bayesian Classifier, Multinomial Logistic Regression, SVM and CRF along with Ensembling methods.
  • 2+ years of experience in building forecasting models using timeseries techniques like smoothing techniques, Box-Jenkins models (ARIMA, ARIMAX), etc.; Deep learning techniques like LSTM/CNN
  • 2+ years of experience with NLP concepts like Edit distance, Vector space model, Latent Dirichlet allocation and Latent semantic analysis.
  • Handson experience in developing SQL queries for processing data in SQL database.
  • Handson experience in ML Ops and related tools
  • Handson Knowledge and implementation experience in Data Ingestion; ETL, Visualization Tools
  • Experience in operationalizing machine learning models in cloud platforms like Azure.
  • Experience in communicating complex algorithms and findings in an easily comprehensible way to clients.
  • Exposure to Bash scripting, ML Flow, GitHub is plus.
  • Experience in implementing Image Analytics using Computer Vision concepts for healthcare domain is plus.

Educational Qualifications Required:

  • B.E/B.Tech. or equivalent in disciplines like Computer Science and Information Technology
  • Master's degree with a specialization in machine learning/NLP from premier institutes like IITs, BITS, NIT is a plus.
  • Pursued Data Science course of atleast 6 months duration from reputed institutes/platforms like Upgrad, Great Lakes, Insofe, etc.
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