Job Discription
Lead Data Scientist Siemens founded the new business unit Siemens Advanta (formerly known as Siemens IoT Services) on April 1, 2019, with its headquarter in Munich, Germany. It has been crafted to unlock the digital future of its clients by offering end-to-end support on their outstanding digitalization journey. Siemens Advanta is a strategic advisor and a trusted implementation partner in digital transformation and industrial IoT with a global network of more than 8000 employees in 10 countries and 21 offices. Highly skilled and experienced specialists offer services which range from consulting to craft & prototyping to solution & implementation and operation – everything out of one hand! Before our software developers write even a single line of code, they have to understand what drives our customers. What is the environment What is the user story based on Implementation means – trying, testing, and improving outcomes until a final solution emerges. Knowledge means exchange – discussions with colleagues from all over the world. Join our Digitalization Technology and Services (DTS) team based in Bangalore and enjoy the freedom to think in completely new categories! This is your role. What part will you play . Delegation to Saudi Arabia for 6 months. . Design and develop machine learning algorithms, Discover, design, and develop analytical methods to support novel approaches of data and information processing, Perform exploratory data analyses, Generate and test working hypotheses. . Experience of 7-12 Years, at least 3 years leading a team . Leading a team in preparing and analyze historical data and identify patterns, providing technical support for program management and development activities including managing knowledge transfer within a team . Manage design, development and deployment of scalable, high volume and interactive time system. Research on algorithm improvements and implement data processing. Assist project team in communicating and implementing project schedules. . Good in communicating with business users and product owners, matching business requirements to algorithmic capabilities . Good in creating end to end solution documentation and PowerPoint, communicating results to developers, users and management . Good knowledge of applied mathematics, . Minimum 5 years of Hands-on experience in statistics, Computer vision and Timeseries . Good expertise Timeseries. Expertise in numeric sensor data and image data are good to have . Extensively worked with various timeseries and predictive models and count data models. Autoregression (AR), Moving Average (MA), Autoregressive Moving Average (ARMA), exponential smoothing , Autoregressive Integrated Moving Average (ARIMA), Seasonal Autoregressive Integrated Moving-Average (SARIMA), Seasonal Autoregressive Integrated Moving-Average with Exogenous Regressors (SARIMAX), Vector Autoregression (VAR), Vector Autoregression Moving-Average (VARMA),Vector Autoregression Moving-Average with Exogenous Regressors (VARMAX),Simple Exponential Smoothing (SES) , sessional and non-seasonal smoothing. And Holt Winter’s Exponential Smoothing (HWES) . Extensively worked with deep learning and machine learning based recommendation Engine catering to energy /utilities or related industrial/engineering challenges . Experience in advanced Monthly, weekly ,daily , forecasting , back casting, near casting using both Deep learning and Machine learning . Understand and comprehend research papers and leveraging them in productive code . Experience in working with Version control systems (GitLab, GitHub) and Agile methodologies (SCRUM) . Proficient in statistical Machine learning and deep learning modelling and Analysis . Proficient in python, pytorch + libraries, MLFlow. Good to have are keras, tensorflow, numpy, pandas, openCv as well as statmodels and scipy libraries . . Develop cloud-deployed Software using Docker, Django and Rabbit MQ/Kafka. Good to have: . Huawei Cloud, ModelArts We’ve got quite a lot to offer. How about you This role is based in Bangalore. You’ll also get to visit other locations in India and beyond, so you’ll need to go where this journey takes you. In return, you’ll get the chance to work with teams impacting entire cities, countries – and the shape of things to come. We’re Siemens. A collection of over 379,000 minds building the future, one day at a time in over 200 countries. We’re dedicated to equality, and we encourage applications that reflect the diversity of the communities we work in. At Siemens we are always challenging ourselves to build a better future. We need the most innovative and diverse Digital Minds to develop tomorrow s reality. Find out more about the Digital world of Siemens here: www.siemens.com/careers/digitalminds Organization: Advanta Company: Siemens Technology and Services Private Limited Experience Level: Experienced Professional Full / Part time: Full-time
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