Data Scientist

2 months ago

delhi, India Axtria - Ingenious Insights Full time
Axtria is looking for professionals who can join in Data Science team,
Necessary Skills–
3+ years of experience of model development using Python/PySpark libraries. Development on Databricks or Dataiku DSS (Data Science Studio) environment would be a plus
Strong experience on Spark with Scala/Python/Java
Strong proficiency in building/training/evaluating state of the art machine learning models and its deployment.
Proficiency in Statistical and Probabilistic methods such as SVM, Decision-Trees, Bagging and Boosting Techniques, Clustering
Proficiency in Core NLP techniques like Text Classification, Named Entity Recognition (NER), Topic Modeling, Sentiment Analysis, etc. Understanding of Generative AI / Large Language Models / Transformers would be a plus.
Hands on experience in Python data-science and math packages such as NumPy, Pandas, Sklearn, Seaborn, PyCaret, Matplotlib
Proficiency in Python and common Machine Learning frameworks (TensorFlow, NLTK, Stanford NLP, PyTorch, Ling Pipe, Caffe, Keras, SparkML and OpenAI etc.)
Experience of working in large teams and using collaboration tools like GIT, Jira and Confluence
Good understanding of any of the cloud platform – AWS, Azure or GCP
Understanding of Commercial Pharma landscape and Patient Data / Analytics would be a huge plus
Should have an attitude of willingness to learn, accepting the challenging environment and confidence in delivering the results within timelines. Should be inclined towards self motivation and self-driven to find solutions for problems.
Required Experience:
Real-world experience in implementing machine learning/statistical/econometric models/advanced algorithms (ideally, 3+ years of experience involving machine learning)
Breadth of machine learning domain knowledge
Experience in application of machine learning algorithms (classification, regression, deep learning, NLP, etc.)
Experience with a ML/data-centric programming language (such as Python, Scala, or R) and ML libraries (pandas, numpy, scikit-learn, etc.)
Experience with Apache Hadoop / Spark (or equivalent cloud-computing/map-reduce framework

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