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Data Scientist
CluztersOps1

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Data Scientist

Job Details

  • Job Posting Type Managed on Cluzters.ai

Company Details

Full Time Job Requirement Details

  • Designation Data Scientist
  • Required Skills R Programming, Python Programming, Machine Learning, Advanced Visualization, Big Data
  • Position Level Entry Level
  • Years of Experience <2 years
  • Indicative Package Range Not Disclosed
  • Domain Expertise Flexible/Generic
  • Highest Qualification M.B.A, B.E / B.Tech, Any Post Graduation

JOB DESCRIPTION

Skills

Qualifications

Requirements Analysis - Evaluates relationships and interdependencies between requirements based upon their complexity and value to the business in order to determine feasibility and prioritization.

Data Mining - Extracts insights from data by identifying relationships and patterns through use of a suite of data exploration and data visualization techniques to understand the underlying structure of the data and enable sound conclusions upon model building.

Problem Solving - Solves problems using a systematic analysis process by leveraging industry standard methodologies to create problem traceability and protect the customer; determines the assignable cause; implements robust, data-based solutions; identifies the systemic root causes and recommended actions to prevent problem reoccurrence.

Predictive Modeling - Develops analytical or machine learning models by using appropriate variable transformations, feature selection strategies, imputation strategies, class rebalancing, resampling strategies and quality control measures to generate predictive insights used in solving business questions.

Statistical Modeling - Develops descriptive and explanatory statistical models, and simulations for regression, classification, outlier detection, anomaly detection, time series forecasting using knowledge of foundational statistics such as null hypotheses significance tests, regression models, generalized linear modeling, time series analysis, rank statistics, probability distribution fitting survival analysis, etc. to validate hypotheses for any given statistical or business question.

Programming - Creates, writes and tests computer code, test scripts, and build scripts using algorithmic analysis and design, industry standards and tools, version control, and build and test automation to meet business, technical, security, governance and compliance requirements.

Customer focus - Building strong customer relationships and delivering customer-centric solutions.

Tech savvy - Anticipating and adopting innovations in business-building digital and technology applications.

Manages complexity - Making sense of complex, high quantity, and sometimes contradictory information to effectively solve problems.

Communicates effectively - Developing and delivering multi-mode communications that convey a clear understanding of the unique needs of different audiences.

Decision quality - Making good and timely decisions that keep the organization moving forward.

Education, Licenses, Certifications

College, university or equivalent degree or equivalent work experience in relevant technical discipline is required.

This position may require licensing for compliance with export controls or sanctions regulations.

Experience

Relevant experience preferred such as working in a temporary student employment, intern, co-op, or other extracurricular team activities.

Knowledge of the latest technologies and trends in data science is highly preferred and includes:


  • Background in processing and managing large data sets

  • Knowledge of big data, open source and third party toolsets

  • Experience in building analytical solutions


Experiences In The Following Are Preferred


  • Familiarity analyzing complex business systems, industry requirements, and/or data regulations

  • SQL query language

  • Clustered compute cloud-based implementation experience

  • Implementing Big Data platform solutions using open source and third-party tools

  • Microsoft Azure and/or Amazon Web services environment

  • Experience in Agile software development

  • Familiarity with validation and testing of machine learning systems

  • Familiarity with Continuous Integration and Continuous Delivery (CI/CD)


Role Specific Responsibilities-

As a data scientist you will be working on Analytics problems related Component health diagnostics and failure prediction for the web based services offered by Filtration to its customers. below are the role specific skill requirements that will make you successful in this role.

Role Specific Skill Requirements

Solutioning Skills – The individual needs to develop Data Science solutions in this role, working on Machine learning problems related to Regression and Classification, have signal processing skills to work on telematics data streams which is used in the solutions.

Tools knowledge – Python, Sagemaker in AWS for running Algorithms, Deploy on Lamba and S3 buckets, Visualizations using AWS quicksight, Plotly.

Good To Have Skills –


  • Web portal development in Java

  • Skills in DE on Hadoop, DataLake

  • Experience in Agile software development

  • Familiarity with validation and testing of machine learning systems

  • Familiarity with Continuous Integration and Continuous Delivery (CI/CD)

ABOUT COMPANY

At Cummins, we empower everyone to grow their careers through meaningful work, building inclusive and equitable teams, coaching, development and opportunities to make a difference. Across our entire organization, you'll find engineers, developers, and technicians who are innovating, designing, testing, and building. You'll also find accountants, marketers, as well as manufacturing, quality and supply chain specialists who are working with technology that's just as innovative and advanced. From your first day at Cummins, we’re focused on understanding your talents, current skills and future goals – and creating a plan to get you there. Your journey begins with planning your development and connecting to diverse experiences designed to spur innovation. From our internships to our senior leadership roles, we attract, hire and reward the best and brightest from around the world and look to them for new ideas and fresh perspectives. Learn more about #LifeAtCummins at cummins.com/careers.

Location

Location Information

  • Location: Pune, Maharashtra, India - Get Directions
  • Formatted Address: Pune, Maharashtra, India
  • Street Address: Pune
  • City: Pune
  • State: Maharashtra
  • Country: India