Senior Data Science

4 weeks ago


Bengaluru, Karnataka, India ABB Full time
Senior Data Science & AI SpecialistTake 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 Senior Data Science & AI Specialist at global grade 13 and will be part of Finance Services Business Area for Financial Planning & Analysis Services Division based in Bangalore, India. In this role you will be reporting to Manager - Advanced Analytics and AI and will be responsible for working with business managers to frame a problem both mathematically and within the business context. Understanding business data and how to use it appropriately in data analysis.

Your responsibilities
  • Performing exploratory data analysis to gain a deeper understanding of the problem and constructing fit statistical, machine learning or optimization models
  • Developing appropriate advanced statistical, machine learning and/or deep learning models and algorithms to classify structured or unstructured data
  • Collaborating with internal stakeholders to understand business challenges and developing analytical solutions to optimize business processes
  • Enabling ML models deployment, integration, bridging the gap between data science and operations to ensure the efficient and effective use of machine learning models in real-world applications
  • Supporting the scoping and implementation of technical solutions estimating, prioritizing and coordinating development activities
  • Testing performance of machine learning and deep learning models
  • Performing analysis using industry leading text mining, data mining, analytical tools and open source software
  • Leading role mentoring multiple Junior data scientists on approach and results
Your background
  • Bachelor's/Master's degree in Applied Statistics/Mathematics, Engineering, Operations Research or related field.
  • At least 3 to 5 years of work experience in Advanced Analytics, Statistical modeling, machine learning supervised and unsupervised forecasting, classification, clustering
  • Experience in analyzing the complex problems and translate into data science algorithms
  • Highly proficient with analytical or predictive modeling software. Preferred Python/R/SAS or similar and strong understanding and experience with predictive or analytical modeling techniques, theories, principles and practices
  • Experience in cloud implementation of end-to-end Analytics project ensuring robust, scalable and innovative solution
  • Experience in Natural Language Processing (NLP), Natural Language Understanding (NLU) and Big data technology experience in Spark, Hadoop, Hive SQL
  • Experience with Teradata, SQL, relational databases and data warehouse
More about us

ABB's shared services organization which delivers operational and expert services in Finance, Human Resources, Information Systems, Legal, Global Travel Services and external Customer Contact Centers. With employees based in five main hubs and front offices, HR Services provides mainly Business services to ABB teams across the globe as well as supports with external customer inquiries.

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.

Work model: hybrid #LI-onsite



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