AI-ML Engineer

Key Skills

AI technology, Cloud computing, Deep Learning, Machine learning techniques, matplotlib, Natural Language Processing (NLP), NumPy, Pandas, Python Programming, SQL

Job Description

Role: AI-ML Engineer

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 authoritative specialists offer services which range from consulting to craft & prototyping to solution & implementation and operation - everything out of one hand!

What part will you play?

• Analyze the applicability of learning algorithms to address customer use-cases.
• Conduct exploratory analysis and ensure data adequacy.
• Utilize various visualization tools to convey analysis and prediction results to stakeholders.
• Design ML based solutions and train, test and deploy the models into production.
• Ensure that the delivery conforms to organization and project quality requirements.
• Review the performance of deployed models and make necessary modifications wherever required.

Use your skills to move the world forward!

• Bachelor’s or master’s degree in Statistics, Mathematics, Computer Science, or any other quantitative field.
• 2-3 years of relevant experience in machine learning.

Essential Skills:

• Experience in querying databases and in using SQL.
• Conceptual understanding of Machine Learning and Deep Learning algorithms.
• Ability to translate output from the algorithms to the respective domains.
• Practical experience in developing end-to-end Machine Learning workflows. Including Data Preparation, Feature Engineering, Exploratory analysis, Selection of right learning algorithm, hyper-parameter tuning, validation, test, and model management.
• Experience in computer vision and Natural Language Processing.
• Proficiency in Python.
• Strong working knowledge of Numpy, Pandas and Matplotlib.
• Willingness to learn the problem domain and acquire required technical skills on the go.
• Ability to execute a complete AI solution workflow from problem definition to usable implementation.
• Skills in Exploratory analysis and in presenting insights and stats to the stakeholders.
• Ability to identify right visualization to communicate data insights.
• Applied statistics, Ability to use statistical techniques to derive value from data.
• Experience in ETL with different data types (timeseries, images

Preferred Skills:

• Familiarity with BI tools and Graph DB concepts
• Experience in Design and implementation of robust end-to-end modern Data pipeline.
• Experience in AWS Sagemaker.
• Experience with cloud computing platforms (Azure/AWS).
• Experience with Web Frameworks (Flask, FastAPI, Django).
• Basic understanding of power and energy domain.

Make your mark in our exciting world at Siemens.

This role is based in Bangalore, where 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. All employment decisions at Siemens are based on qualifications, merit and business need. Bring your curiosity and imagination and help us shape tomorrow.