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  • 5 - 8 Years
  • Posted : above 1 month

Job Description:

Business functions
Innovation Director
Applications Owners
Solution Architects

External contributors

Third-party technology providers

OVERALL PURPOSE OF THE ROLE

The Image-Video Expert/Data scientist reports to the Director of the Digital Factory

They are responsible to implement image analysis tools, design models, and to make a best use of them in order to deliver value and savings (cost, time, efficiency, quality) in business functions

RESPONSIBILITIES

Reporting to the Digital Factory Director, you will

Drive image / video analysis projects with business users in order to bring new solutions to complex problem, including analytics of large amount of video/pictures, large set of measurement points
You will need to use technics in the area of 2D feature detection, 2D edge detection, Machine Learning on images, 2D to 3D reconstruction, 3D feature detection and measurements, machine learning on 3D models
Do the problem gathering and problem statement analysis
Understand the functional scope, and key use-cases
Define strategies to train models and to assess model performance
Investigate how open source trained models could be leveraged in Alstom
Design, test, roll- solutions

Business Engagement

Use soft skills to work with business users in high intimacy
Contribute to the sizing of the b-case related to the problem statement
Drive projects to earn the value as stated in the b-case

Critical Challenges

Understand the functional scope of the use-cases

Understand the functional scope, key use-cases and the related data-model
Do reverse-engineering as required

Drive, support, assist users on the analytics trip

Train, explain, write documentation
Demonstrate value, calculate b-case
Be agile, reactive
Listen to business users and demonstrate leadership in problem solving and value creation

Qualifications & Skills

EDUCATION

Graduated with 5 years in experience as a Data Scientist on Image/Video analytics

BEHAVIORAL COMPETENCIES

You are an outstanding image/video expert with proven experience in capturing functional use-cases and translating them into effective solution You have a passion to make Artificial Intelligence and to always push further the limit of what a machine could be trained to

TECHNICAL COMPETENCIES & EXPERIENCE

Strong experience as image/video analytics and ML in large organizations
Strong experience in OpenCV
Having developed ML systems
Having trained tools on a specific problem analytic topic
Having tested and assessed the performance of the trained model

Language English
Location for the role Bangalore with travels in France

At Alstom we offer you the opportunity to unleash your potential and reinvent yourself As a future employee, you will have a unique opportunity to drive our organization forward, while continuing to build your career and contribute to the expanding growth of the global railway industry More information about Alstom can be found at wwwalstomcom

Job Segment Open Source, Technology

Profile Summary:

Employment Type : Full Time
Eligibility : Any Graduate
Industry : Projects/Infrastructure/Power/Energy, Petroleum/Oil and Gas/Power
Functional Area : IT Software : Software Products & Services
Role : Software Engineer
Salary : As per Industry Standards
Deadline : 18th Apr 2020

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