Data Scientist

Year    Bangalore, Karnataka, India

Job Description


Wabtec Corporation is a leading global provider of equipment, systems, digital solutions and value-added services for freight and transit rail. Drawing on nearly four centuries of collective experience across Wabtec, GE Transportation and Faiveley Transport, the company has unmatched digital expertise, technological innovation, and world-class manufacturing and services, enabling the digital-rail-and-transit ecosystems. Wabtec is focused on performance that drives progress, creating transportation solutions that move and improve the world. Wabtec has approximately 27,000 employees in facilities throughout the world. Visit the company\xe2\x80\x99s new website at: .It\xe2\x80\x99s not just about your career\xe2\x80\xa6 or your job title\xe2\x80\xa6it\xe2\x80\x99s about who you are and the impact you are going to make on the world. Do you want to go into uncharted waters\xe2\x80\xa6do things that haven\xe2\x80\x99t been done to make yours and someone else\'s life better? Wabtec has been doing that for decades and we will continue to do so! Through our people, leadership development, services, technology and scale, Wabtec delivers better outcomes for global customers by speaking the language of industry.It\xe2\x80\x99s not just about your career or job title\xe2\x80\xa6 It\xe2\x80\x99s about who you are and the impact you will make on the world. Because whether it\xe2\x80\x99s for each other or our customers, we put People First. When our people come together, we Expand the Possible and continuously look for ways to improve what we create and how we do it. If you are constantly striving to grow, you\xe2\x80\x99re in good company. We are revolutionizing the way the world moves for future generations, and we want someone who is ready to move with us.Who are we?Wabtec Corporation is a leading global provider of equipment, systems, digital solutions, and value-added services for freight and transit rail as well as the mining, marine, and industrial markets. Drawing on nearly four centuries of collective experience across Wabtec, GE Transportation, and Faiveley Transport, the company has grown to become One Wabtec, with unmatched digital expertise, technological innovation, and world-class manufacturing and services, enabling the digital-rail-and-transit ecosystems.Wabtec is focused on performance that drives progress and unlocks our customers\xe2\x80\x99 potential by delivering innovative and lasting transportation solutions that move and improve the world. We are lifelong learners obsessed with making things better to drive exceptional results. Wabtec has approximately 27K employees in facilities throughout the world. Visit to learn more!Role Summary/Purpose:The Computer Vision (CV) engineer will be responsible for establishing data-driven model-based and hybrid approaches to implement effective CV algorithms for the KinetiX platform.Essential Responsibilities:Take ownership of model building, deployment under the guidance of Tech lead/Architect.Collaborate well with the team members.Develop unit, Integration & System test cases/Scripts.Work closely with required teams to ensure business functionality is delivered on time.Skilled in writing code that meets standards and delivers desired functionality using the technology selected for the project.Skilled in core data structures and algorithms and implements them using language of choice.Flexible and Quick learner.Be an excellent problem solver.Understand working of equipment under field usage conditions.Evaluate available data sources, clean-up and analysis on large data sets.Develop analytics-based algorithms for predicting component health or failures.Develop and maintain a working knowledge of diesel locomotives and its subsystems to ensure data integrity and design relevant solutions.Pre-processing of existing datasets.Research, develop and implement end to end Machine Learning and timeseries analytics solutions for batch and streaming applications.Draw inferences and conclusions, identify trends & anomalies from available data (and create dashboards and visualizations of processed data - optional)Translate analytical insights into actionable recommendations.Qualifications/Requirements:Master\xe2\x80\x99s in Engineering in ECE /Computer Science /EEE /IT or in \xe2\x80\x9cSTEM\xe2\x80\x9d Majors (Science, Technology, Engineering and Math) with 2+ years of experience.Expertise in data modeling tools / programming languages such as Python.Analytical problem-solving techniques.Trained on machine learning & statistical modeling tools.Strong oral / written communication and interpersonal skills.Technical Expertise:Hands on experience with 2D and 3D Machine Vision algorithms with traditions and AI/ML techniques.Data analytics skills: Data acquisition, wrangling, performing EDA, Normalization, standardization, model creation, and data visualizationExperience in working with streaming data.Strong knowledge of Object-Oriented Analysis and Design, Software Design Pattern and coding principles.2+ years of experience in developing python services, rules.1+ years of experience working in any one of the cloud environments (AWS, Azure, GCP).Experience with databases MySQL, NoSQL Databases (Cassandra, Elasticsearch, DynamoDB) and Relational DBs (Postgres).Linux OS + shell, shell scripting and automation experience is desired.Experience with RMQ, Kafka, MQTT would be desired.Desired Characteristics:Should have strong knowledge in programming using Python.Possess good understanding of software testing process.Personal Attributes:Strong oral and written communication skills.Strong interpersonal and influencing skills.Effective team building and problem-solving abilities.Demonstrate the ability to quickly understand and learn new concepts, in analytics and other supporting technologies.Our Commitment to Embrace Diversity:Wabtec is a global company that invests not just in our products, but also our people by embracing diversity and inclusion. We care about our relationships with our employees and take pride in celebrating the variety of experiences, expertise, and backgrounds that bring us together. At Wabtec, we aspire to create a place where we all belong and where diversity is welcomed and appreciated.To fulfill that commitment, we rely on a culture of leadership, diversity, and inclusion. We aim to employ the world\xe2\x80\x99s brightest minds to help us create a limitless source of ideas and opportunities. We have created a space where everyone is given the opportunity to contribute based on their individual experiences and perspectives and recognize that these differences and diverse perspectives make us better.We believe in hiring talented people of varied backgrounds, experiences, and styles\xe2\x80\xa6 People like you! Wabtec Corporation is committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or expression, or protected Veteran status. If you have a disability or special need that requires accommodation, please let us know.Wabtec Corporation is committed to taking on the world\xe2\x80\x99s toughest challenges. In order to fulfill that commitment we rely on a culture of leadership, diversity and inclusiveness. We aim to employ the world\xe2\x80\x99s brightest minds to help us create a limitless source of ideas and opportunities. We believe in hiring talented people of varied backgrounds, experiences and styles\xe2\x80\xa6people like you! Wabtec Corporation is committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or expression, or protected Veteran status. If you have a disability or special need that requires accommodation, please let us know.

Wabtec

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Job Detail

  • Job Id
    JD3327969
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Bangalore, Karnataka, India
  • Education
    Not mentioned
  • Experience
    Year