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Senior Data Scientist

6 - 10 yrs
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Not Disclosed by Recruiter Openings: 1 Posted 30+ days ago Job Applicants: 22 Job Views: 410

Job Description

 
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    Roles and Responsibilities:
    Establish AI/ML development standards and lead the data science governance
    Selecting features, building and optimizing classifiers using machine learning techniques
    Data mining using state-of-the-art methods
    Extending the company's data with third-party sources of information when needed
    Build Nuvento s in-house Natural Language Processing system.
    Processing, cleansing, and verifying the integrity of data used for analysis
    Create and build a robust self-learning model.
    Managing project timelines and executing to timelines.
    Develop test cases and accurate prediction models for NLP and image recognition use cases.
    Design, Develop and Deploy advanced machine learning and Artificial Intelligence algorithms/predictive models for use in Marketing
    Assess, clean, merge, and analyze large datasets adhering to standardized data manipulation techniques and methodology by leveraging R, Python and/or Apache Spark;
    Create and develop an in-house image recognition tool.
    Create a configurable measure for training a new dataset and mechanism to measure the accuracy of the training model.
    Successfully implement scoring models on decision platform(s)
    Maintain clear, detailed model documentation by leveraging reproducible research technologies such as Jupyter Notebook, etc.;
    Functional lead and point of contact with business partners to support the needs and goals of all Nuvento AI platform.
    Lead analytical projects by leveraging and coaching Jr Data Scientists.
    Required Skills
    BS in a highly quantitative field such as Computer Science, Computer Engineering, Mathematics, Physics, Economics, or related field.
    Knowledge and understanding of statistical theory and machine learning techniques, including generalized linear models, survival analysis, decision trees, and clustering techniques.
    Excellent programming skills including expertise in R, Shiny, RStudio, and SQL. Ability to use advanced techniques to handle big data with structured and unstructured data.
    Prior experience in developing NLP - text service, and Image recognition components using TensorFlow.
    Prior experience with visualization tools such as D3.js, HTML, and CSS is a plus.
    Linux server-side application administration experience (RStudio Server, Shiny Server, RStudio Connect) a plus.
    Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Kafka, etc.
    Statistics knowledge, e.g.: descriptive analysis and supervised and unsupervised analysis
    Experience with Big Data technologies
    Experience in model development and life-cycle-management in one or more industry/application domain
    Programming skills in various languages (C++, Scala, Java, R, SAS) with proficiency in Python
    Understanding of Machine Learning, e.g.: linear/logistics regression discriminant analysis, bagging, random forest, Bayesian model, SVM, neural networks, etc.
    Experience with common data science toolkits, such as NumPy, sparkML, scikitLearn, etc.
    Familiarity in using query languages such as SQL, Hive
    Data mining; Strong data skills, with an ability to conduct substantial data munging/engineering.


Salary: Not Disclosed by Recruiter

Industry: IT-Software / Software Services

Functional Area: IT Software - Application Programming , Maintenance

Role Category:Programming & Design

Role:Team Lead/Technical Lead

Employment Type: Permanent Job, Full Time

Keyskills

Desired Candidate Profile

    Please refer to the Job description above
Company Profile:

Nuvento Systems Pvt Ltd

Incorporated in 2007, We Nuvento, are a niche Boutique Digital -Tech completely believing in empowering our clients to acquire, manage and retain their customers through effective digital transformation of their business, thus enabling them to create delightful user experiences and stories. Our offerings are highly customised as per growing user needs, using advanced capabilities of Artificial Intelligence, CIAM Solutions, Robotic Process Automation and High Productivity Platform as a Service and delivered securely over the cloud. We are based in Overland Park, Kansas with offices in Marlton, New Jersey, Thrissur & Cochin, Kerala, India.
Our Key Technology Partnerships - Microsoft Gold Partner, Janrain and Mendix.
150+ satisfied customers over the last 11 years, has implemented and managed projects for some of the leading brands in the P&C Insurance, Banking , Financial, Education, Legal and Sports & Entertainment.
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Job Posted by

Jemcy Paul HR Executive Nuvento Systems Pvt Ltd Thrissur

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