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Technical Expert - Image Analytics

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Date: 16-Jan-2022

Location: Bangalore, KA, India

Company: Alstom

Req ID:201377 

We create smart innovations to meet the mobility challenges of today and tomorrow. We design and manufacture a complete range of transportation systems, from high-speed trains to electric buses and driverless trains, as well as infrastructure, signalling and digital mobility solutions. Joining us means joining a truly global community of more than 75 000 people dedicated to solving real-world mobility challenges and achieving international projects with sustainable local impact.   

Purpose of the Job

Alstom IS&T Digital Factory team sepcializes on building customer software, IOT solutions and digitial OT initiatives for different Alstom sites. The digital factory team has built & develops different Software app & IOT frameworks which consists of small to medium complexity web applications on Angular & Sprint Boot webserver architecture. 

The resource will be involved in development of custom apps on the internal framework. This will be a technical lead role with hands on experience in coding & building apps and driving teams on Image analytics, AI, ML, Deep Learning & Python algos

 

Organisation structure (job belongs to..)

Chief Information and Transformation Officer

    |--VICE PRESIDENT IS&T BUSINESS SOLUTIONS

        |--IS&T Digital & Innovation Programs Director

           |-- Software Development & IOT Manager

 

Reports directly to:

Software Development & IOT, Image Analytics manager

 

 

Purpose of the Role : 

The Technical Expert - Image Analytics will report to the IOT& Image Analytics Manager. The role is a technical lead role, working on providing technical leadership, taking ownership  in building AI/ML solutions for internal Alstom customers. The primary responsibility will be on leading the team, project delivery, technical design reviews, stakeholder management, software development, building custom apps, developing a top-quality software product following the Alstom coding standards & industry best practices.

 

The main responsibilities include the following

 

  • Evangelize AI/ML capabilities of the team across Alstom through road shows and presentations
  • Connect with stakeholders to seek new AI/ML use cases
  • Lead and Own the complete project life cycle from requirements gathering till deployment and support
  • Conduct technical trainings and mentor resources
  • Design and develop software architecture and pipeline for executing different use cases

 

 

Educational Requirements:

- BE or B Tech Graduation degree

- Bachelor’s/Master’s degree in Computer Science Engineering /Technology or related field

 

Must Have Competenices

  • Bachelors/masters in Computer science or closely relevant field
  • At least 8 years of overall industrial experience preferably in software domain
  • At least 5 years of experience in Python
  • At least 3 years of experience in deep learning/AI projects
  • Hands-on experience in image processing
  • Hands-on experience in ML libraries Tensorflow, Pytorch, Theano
  • Good Hands-on experience in Python libraries: Numpy, Scipy, Opencv
  • Strong knowledge in inferential and predictive statistics
  • Strong knowledge in Statistics, Probability, linear algebra, Calculus
  • Strong knowledge in Artificial neural networks, CNN, RNN, reinforcement learning
  • Strong problem solving skills

 

Good to have:

  • Experience in Graphical user interface programming using PyQT
  • Experience in utilizing CUDA server and GPUs for Algorithm training
  • Experience in embedding DL algorithms in IOT devices
  • Good Knowledge in time series analysis
  • Hands-on experience in Analytics using LIDAR Data

 

 

An agile, inclusive and responsible culture is the foundation of our company where diverse people are offered excellent opportunities to grow, learn and advance in their careers.  We are committed to encouraging our employees to reach their full potential, while valuing and respecting them as individuals.   

 

 

Job Type:​Experienced​


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