Data scientist

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Data scientist

i3systems

Mumbai/Bangalore INR 8 - 20 LPA Experience : 1 - 3 YRS. Openings: 5

Details:

Do you feel passionately about solving problems through data? Have you spent 1+ years solving business problems through data?

Do you aspire to take data science to millions of people out there? Can the leader in you make people follow data science out of sheer passion? Would you enjoy helping people solve problems without expecting anything in return?

Overview:

The product makes use of machine learning and natural language processing to make standardized databases. You will be responsible to develop prototypes to production level codes in Python, as well as define a procedure for future training/developments. The problems focus on predictive modelling for outlier identification, profiling, statistical quality control rules etc. The datasets you will handle are from the medical lexicon and financial transactions. The product being first-time-in-market, you will get ample opportunities to interact and get feedback from Senior executives from client organizations.

 

Min. Qualification:

This Role Is Best Suited For

  • Person with 1+ years of experience in data science. The person should have prior experience with practical data science applications and use cases.
  • Bachelor's/Master’s/Ph.D. degree in Computer Science, Economics, Electrical and Electronics Engineering
  • Person who loves problem solving through data. She/He should be able to do things hands on by himself and should be able to self learn and implement methods/algorithms from research papers
  • Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, XGboost, etc.
  • Experience in neural networks, regression, classification, and clustering
  • Experience of handling various data types and structures: structured and unstructured data, validating and cleaning data, and measuring evaluation
  • Proficiency in programming languages like Python/C/C++
  • Experience with common data science toolkits, such as Pandas, Scikit-learn, TensorFlow, Pytorch, Spark, etc. (Excellence in at least two of these is highly desirable)
  • Experience with data visualization tools, such as D3.js, GGplot, etc.
  • Experience with relational databases and proficiency in using query languages such as SQL.
  • Experience with NoSQL databases, such as MongoDB, Elasticsearch, etc
  • Good applied statistics skills, such as distributions, statistical testing, regression, etc.
  • Fundamental understanding of Data Science theory and concepts
  • Strong problem solving and communication skills (English).
  • An avid reader.

 

Skills Required:

Python, ML, DL, Scikit-learn, TensorFlow

Roles:

Being a startup, the role would evolve over time. But, here are a few things you can expect:

  • Create an industry-changing product from scratch without any technology constraints
  • Design, develop and implement advanced data-driven approaches including NLP, machine learning algorithms, deep learning algorithms, text mining, etc.
  • Design, develop and implement R&D and pre-product prototype solutions
  • Selecting features, building and optimizing classifiers using machine learning techniques
  • Use predictive modeling to increase and optimize customer experiences and other business outcomes.
  • Data mining using state-of-the-art methods
  • Processing, cleansing, and verifying the integrity of data used for analysis
  • Doing ad-hoc analysis and presenting results in a clear manner

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