Digital Transformation refers to the integration of digital technologies to create new or improve existing business
processes to enhance customers experience. Three key areas where organizations recruiting
the right talent to beef up digitization efforts are:

Data Science is a study that uses scientific methods, processes and algorithms to extract meaningful insights from
a substantial amount of structured and unstructured data.

TOP SKILLS FOR DATA SCIENCE PROFESSIONALS

  • Data Scientists
  • Data Engineers
  • Data Analysts
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Proficiency in Data Mining skills like Text Mining, Data Wrangling, and Data Modeling can help data science professionals to stand apart.

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Expertise in Data Visualization skills like GGPLOT, Matplotlib, Stata, Shiny, and Seaborn can put you in recruiters' spotlight.

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Data science professionals with Deep Learning skills like LSTM, RNN, and Adversarial Learning can gain a competition edge.

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Caffe, PyTorch, Tensorflow, and Theano are some of the most sought after Deep Learning Frameworks skills.

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Demand Forecasting, CHAID, Time Series Forecasting are some key Forecasting skills searched by data science recruiters.

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Expertise in Image Data Science skills like OpenCV, OCR, and Image Processing can put you in recruiters' spotlight.

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Proficiency in ANN, Regression, Bayesian Modeling, and XGBoost can help Machine Learning professionals to stand apart.

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Data science professionals with expertise in NLP skills like Gensim, NLU, and OpenNLP can gain a high competition edge.

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Gurobi and Model Optimization are some of the most sought after Optimization skills in Data Science.

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Python, MATLAB, R are some of the most sought after data science programming languages.

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Scikit, Numpy, PyMC3 are the key skills under Python Libraries for data science professionals.

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Based on the recruiter searches during Jan-Mar'21.

Skills like Big Data, Hive, PySpark and Scala are leading the bandwagon of top data engineering skills.

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View All 36 Skills Skills have been ranked based on recruiters’ priority in Jan-Mar'21.
Power BI, Tableau, Qlikview and Weka are some of the most in demand skills that can help data analysts differentiate their profile and stand out.

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View All 15 Skills Skills have been ranked based on recruiters’ priority in Jan-Mar'21.

TOP PAYING DATA SCIENCE SKILLS

Skills like LSTM, XGBoost, SVM, and Data Wrangling are amongst the top paying skills for data scientists.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Skills like SciPy, Sklearn, Regression, Tensorflow are some of the high income skills for data science professionals.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar'21.

Scikit, Pattern Recognition, CNN, LSTM are amongst the highest paying skills for middle level Data Science professionals.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Senior data science professionals with expertise in skills like Deep Learning, Image Processing, NLP, NLU can earn attractive salary packages.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Freshers with a specialization in data engineering can earn higher with skills like Storm, Redshift, Google Cloud, and Spark.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Storm, Mahout, Flink, and Cuda can offer a high career growth as well as are considered to be high income skills for mid-level data engineers.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar'21.

Flink, EMR, Talend, and Snowflake are not just the most sought after tech skills for data engineers; they also offer a high earning potential.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Senior level data engineers can position themselves for a high paying career path with tech skills including ETL, Sqop, Java, Hive and Storm.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar'21.

Looker, SAP, BI, and Tableau are gaining traction as top paying skills for entry-level data analysts.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

Data Analysts with skills like Tableau, Pentaho, VBA and QlikView can earn a higher salary.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar'21.

SAP, Power BI, Pentaho, and Oracle are some of the high income skills for Data Analysts.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar'21.

OLAP, Tableau, Data Warehousing, and Qlikview are not just some of the promising tech skills; they are also coming up as top paying skills for senior level data analysts.

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Based on 75th percentile CTC (in Lacs) during Jan-Mar’21.

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