ABB—Senior Data Science & AI Specialist

Job description

Description: At ABB, we help industries run leaner and cleaner—and every person here makes that happen. You’ll be empowered to lead, supported to grow, and proud of the impact we create together. Join us and help run what runs the world. This Position reports to: Data Analytics & BI Manager Your role and responsibilities: In this role, you will have the opportunity to develop end-to-end business intelligence framework for online products and SAAS solutions based on requirements that include recommending an appropriate architecture (on-premises/cloud), analytics, and reporting. Each day, you will evaluate business data to produce meaningful insights and metrics and to identify trends that could improve business performance. You will also showcase your expertise by designing new dashboards using best practices and intuitive visualization. The work model for the role is: # LI Hybrid This role is contributing to the AUMA Business in Bangalore Location. You will be mainly accountable for: - Design, develop, and operationalize ML-driven models to forecast revenue, costs, cash flow, and other key financial metrics — owning the complete ML lifecycle from data preparation and feature engineering through deployment and monitoring - Explore and implement forecasting and scenario analysis approaches (classical ML, time series methods, statistical techniques, etc) to optimize accuracy, explainability, and operational feasibility - Product Owner for Forecasting: define and own the product vision, roadmap, and backlog for forecasting data products, ensuring alignment with business strategy and stakeholder needs - Perform feature importance and driver analysis to identify key factors influencing financial outcomes as well as apply model explainability techniques to build stakeholder trust in predictions - Translate model outputs into actionable insights for Finance, Sales, and other Management Functions - Develop dashboards and automated reports to track accuracy and financial performance over time - Conduct root-cause analysis on variances between predicted and actual outcomes, and recommend corrective actions - Facilitate cross-functional engagement with business stakeholders to refine forecasting assumptions and validate model outputs Qualifications for the role (Mandatory): - Degree in B.Tech / M.Tech / BCA / MCA (Computer Science, Data Science, Statistics, or related field). - 5-7 years of hands-on experience in driving forecasting and predictive analytics solutions using AI/ML techniques in a business or finance environment - Strong, demonstrated expertise in traditional time series methods (ARIMA, SARIMA, Exponential Smoothing, etc.) and classical ML algorithms (regression models, XGBoost, Random Forest, LSTM). - Proven experience managing the complete ML lifecycle — from data pipeline design and feature engineering through model training, validation, deployment, and performance monitoring. Hands-on experience with feature importance/driver analysis and model explain ability techniques (SHAP analysis or equivalent). - Advanced proficiency in Python and SQL for data manipulation, modeling, and statistical analysis. Strong experience with ML frameworks such as Scikit-learn, TensorFlow, PyTorch, or equivalent. - Strong statistical knowledge including hypothesis testing, regression analysis, and model validation techniques. Experience with data visualization tools (Power BI, Streamlit, Python libraries like Plotly, Matplotlib). More about US: ABB a provides a comprehensive range of integrated automation, electrical and digital systems and services for customers in the process, hybrid and maritime industries. These offerings, coupled with deep domain knowledge in each end market, help to optimize productivity, energy efficiency, sustainability and safety of industrial processes and operations. Building a cleaner, smarter future takes all kinds of minds: the curious, the courageous, and the creative. We welcome people from all backgrounds and experiences. Ready to make an impact? Apply today or visit www.abb.com to learn more about the impact of our solutions across the globe. Recruitment Fraud Warning ABB never asks for payment from job applicants. All genuine job offers follow a formal application and interview process. View current job openings and apply at: https://careers.abb/global/en/home For more information, read our full fraud warning notice at: https://global.abb/group/en/careers/how-to-apply/fraud-warning Skills: python, sql, machine learning, scikit-learn, tensorflow, pytorch, time series analysis, feature engineering, xgboost, random forest, lstm, arima, sarima, exponential smoothing, regression analysis, model validation, hypothesis testing, dashboard development, data visualization, power bi, model explainability, shap analysis, scenario analysis, root cause analysis, financial forecasting, cross-functional collaboration, stakeholder management