Data scientist

ABB

Bengaluru, Karnataka, India Remote

Full-time

Engineering

Jan 19

Take your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future.


At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking on a journey where each and every one of us, individually and collectively, welcomes and celebrates individual differences.


You will be working as Data scientist and will be part of Electrification business for Distribution Solutions division based in Bangalore, India. In this role you will be reporting to R&D Team Lead and will be responsible for working with stakeholders all through the organization to distinguish opportunities for leveraging organization data to drive business solutions. Identifying value-added use cases and requirements gathering for data driven solutions in cooperation with ABB’s business divisions and end customers.

Your responsibilities

  • Investigating and evaluating efficient system architectures, machine-learning algorithms required for offering specific business solution on electrification asset/building/energy/distribution network management
  • Performing Data exploration, pre-processing, analysis, and evaluation
  • Exploring and visualizing data to gain an understanding of it and then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Developing prototypes and providing support for pilot evaluation and productization of solutions in cloud platform
  • Leading and collaborating well with the team, to deliver the product releases on time, with good quality. Should have good communication skills
  • Aligning with assigned targets (time, cost, quality) and complete project deliverables

Your background

  • BE / ME / Ph.D. in Computer Science/ Electrical or/Electronics and Statistics/ Mathematical Science
  • 2+ years of experience in Python/ R / Scala and Statistical Analysis, Machine learning (Supervised and Unsupervised learning techniques), neural networks, Deep Learning techniques, Time-series analysis and Signal Processing
  • NLP and chatbot systems, Model Optimization techniques such as quantization, knowledge distillation, weight imprinting, Federated learning
  • Knowledge in SCADA system (communication with IEC61850), Azure, AWS
  • Should analyze and provide estimation based on complexity of the tasks
  • Should be able to provide inputs for creating test cases, for customer requirements

More about us

ABB's Distribution Solutions Division provides utility, industrial and commercial customers with safe, smart, and sustainable technologies for the distribution of electricity. With ABB AbilityTM enabled digital solutions at its core, our extensive portfolio includes distribution automation products, switching, limiting, measuring, and sensing devices, switchgear, modular substation packages, and related services.


We look forward to receiving your application (documents submitted in English are appreciated). If you want to discover more about ABB, take another look at our website www.abb.com.


It has come to our attention that the name of ABB is being used for asking candidates to make payments for job opportunities (interviews, offers). Please be advised that ABB makes no such requests. All our open positions are made available on our career portal for all fitting the criteria to apply. ABB does not charge any fee whatsoever for recruitment process. Please do not make payments to any individuals / entities in connection to recruitment with ABB, even if is claimed that the money is refundable. ABB is not liable for such transactions. For current open positions you can visit our career website https://global.abb/group/en/careers and apply. Please refer to detailed recruitment fraud caution notice using the link https://global.abb/group/en/careers/how-to-apply/fraud-warning.


Work model: on site #LI-onsite

Publication ID: IN84678919_E1

Important: In order to be employed by ABB you will need to fully comply with/fulfill all local ABB employment requirements/processes.


Before applying, please read our Fraud Warning.


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ABB

We are a technology leader in electrification and automation, enabling a more sustainable and resource-efficient future.

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