Job Location: Bangalore/Bengaluru
Job Description
Accenture is a leading global professional services company with leading capabilities in digital, cloud and security. Combining unmatched experience and specialized skills across more than 40 industries,we offer Strategy and Consulting, Interactive, Technology and Operations services – all powered by the world’s largest network of Advanced Technology and Intelligent Operations centers. Our 674,000 people deliver on the promise of technology and human ingenuity every day, serving clients in more than 120 countries. We embrace the power of change to create value and shared success for our clients, people, shareholders, partners and communities.Visit us at
JD andlt;br or andgt; As a Data Scientist you will be responsible in solving the complex real-world problems using the state of art advanced analytics solutions. Understanding the problems to its core and trying to build up the solutions iteratively from ground up. Thorough understanding of various machine learning and deep learning algorithms is a must.andlt;br or andgt; andlt;br or andgt; Responsibilities or Authoritiesandlt;br or andgt; He or she should be strong in data science fundamentals and should have good hands-on experience working with the following:andlt;br or andgt; andlt;br or andgt; • Ability to work with large data sets understand business issues and translate them into technical needs.andlt;br or andgt; • Willingness to do data science projects end to end. Starting from data preparation ending till data visualization.andlt;br or andgt; • Track down and read all previous information on the problem or issue in question. Explore obvious and known avenues thoroughly. Ask a series of probing questions to get to the root of a problem.andlt;br or andgt; • Adopt a clear and systematic approach to complex issues .i.e. A leads to B leads to C.. Analyze relationships between several parts of a problem or situation. Anticipate obstacles and identify a critical path for a projectandlt;br or andgt; • Deep knowledge on machine learning and deep learning algorithms is a mustandlt;br or andgt; • Ensure model quality assurance and validate them .peer validation.. Must possess ability to define model monitoring criteria.andlt;br or andgt; • Communicate hypotheses and findings in a structured way.andlt;br or andgt; • Ensure quality deliverables and clear communication of execution status to the respective stake holders andlt;br or andgt; • Leverage existing or create new data science capabilities within Accenture to bring value through business use cases.andlt;br or andgt; • Actively contribute to the ever-growing Data Science community. andlt;br or andgt; andlt;br or andgt; JOB REQUIREMENTS – Overall Experienceandlt;br or andgt; • Must Haveandlt;br or andgt; o Python R SQL Big Data Exp Spark Web-crawlingandlt;br or andgt; o Any Cloud build or deployment experience such as AWS Sage Maker or Azure MLStudioandlt;br or andgt; • Good to haveandlt;br or andgt; o Cloud certified .Azure GCP AWS. Power BI .any BI tool. Knime .data science tool..andlt;br or andgt; andlt;br or andgt; Profile andamp; Prior Experienceandlt;br or andgt; • Hands on experience in build and deployment of Machine Learning andamp; deep learning models using following techniquesandlt;br or andgt; o Segmentation using unsupervised learning models such as K-means KNN etc.andlt;br or andgt; o Exploratory Data Analysis .descriptive analysis measures of central tendency and dispersion statistical test procedures.andlt;br or andgt; o Supervised learning: andlt;br or andgt; . Multivariate Regression .Logistic OLS GLM etc.. andlt;br or andgt; . Tree based algorithm such as Decision Trees Random Forest GBM etc.andlt;br or andgt; . Time series andamp; Non-Linear Modelingandlt;br or andgt; . Neural Network algorithms such as ANN RNN LSTM CNNandlt;br or andgt; o Chat bot analyticsandlt;br or andgt; • Experience on Traditional DB’s: andlt;br or andgt; o Oracle TD Sybase MS SQL Win SQLandlt;br or andgt; • Any of the Big Data querying language .Hive PIG Hadoop etc..andlt;br or andgt; • Ability of Visual storytelling with BI andamp; Visualization Tools .Power BI Tableau or Qlikview..andlt;br or andgt; • Advanced Excel .preferably including VBA. and PowerPoint skills.andlt;br or andgt; • Consulting skills Experience preferred.andlt;br or andgt; • Excellent written and oral communication skills with ability to clearly communicate ideas and results to non-technical businesspeople.andlt;br or andgt;
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