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Data Scientist

3.00 to 5.00 Years   Mumbai City   21 Feb, 2020
MSCI Services Pvt Ltd
Job LocationMumbai City
EducationNot Mentioned
SalaryNot Disclosed
IndustryIT - Software
Functional AreaGeneral / Other Software
EmploymentTypeFull-time

Job Description

Position overview: We are looking for candidates who will help us discover the information hidden in vast amounts of data and help make smarter decisions to deliver better and error free products. You will be involved in building specific AI tools to automate certain processes for our internal clients (various product teams). Responsibilities:

  • Identify valuable data sources and automate collection processes
  • Undertake preprocessing of structured and unstructured data
  • Analyze large amounts of information to discover trends and patterns
  • Build predictive models and machine - learning algorithms
  • Combine models through ensemble modeling
  • Present information using data visualization techniques
  • Propose solutions and strategies to business challenges
  • Collaborate with engineering and product development teams
Desired experience and qualifications:
  • 5 - 9 years of experience in developing and designing Analytical solutions and models
  • Proficient in PYTHON programming
  • Prior experience in deploying machine learning models into production
  • Preferred Qualifications: Computer Science / Statistics / Mathematics / Econometrics or another quantitative field
  • Application of statistical/mathematical methods in analyzing data.
  • Good communication skills (written and oral) and proficiency in creating presentations.
  • An independent worker who can drive certain parts of the work with minimal oversight
  • Comfortable working with a wide range of stakeholders and functional teams
  • Practical understanding and application of data science and machine learning techniques like: Linear & Logistic Regression, KNN, SVM, PCA, Random Forests, Markov Chains, Clustering (DBSCAN, K - means, etc.), Deep Learning (CNN, RNN, Autoencoders, Transformers, etc.)
  • Text Analysis and Natural Language Processing (NLP) Exposure to chatbots or dialogue systems, machine translation, comprehension of text, text summarization
  • Hands on experience with computational packages (NumPy, SciPy, Pandas, Sklearn, statsmodels, Keras, TensorFlow, PyTorch, RASA etc.) and visualization tools
  • Strong statistics/computer science skills (e.g. probability, algebra, data structures and algorithms)
  • Proficiency with AWS or Azure cloud computing environments
  • Experience in working with GPUs to develop models
  • Publications or presentations in recognized Machine Learning and Data Mining journals/conferences
  • Knowledge in business intelligence, quantitative finance and descriptive statistics Reinforcement Learning
  • Have strong interest or work experience in Finance Stocks, capital markets, bonds, alternate asset classes
,

Keyskills :
machine learningpython data analysissql analyticsfixed income derivatives natural language processingdata mining

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