Job Location: Bangalore
Data Engineer – Artificial Intelligence & Machine Learning
Job Profile
Does working with Big Data on a day to day basis excite you? Are you interested in building robust Big Data architecture to feed our Artificial Intelligence needs, that will forecast and predict what actions to undertake based on data? If this is what excites you, then youโll love working in our intelligent automation team.
Schneider Digital is leading the digital transformation of Schneider Electric by building highly available, massive scalable digital platform for the enterprise.
We are looking for a savvy Data Engineers to join our growing team of AI and machine learning experts. You will be responsible for expanding and optimizing our Big data and data pipeline architecture, as well as optimizing data flow and collection for cross functional teams. The ideal candidate is an experienced data pipeline builder and data wrangler who enjoys optimizing Big data systems and building them from the ground up.
The Data Engineer will support our data analysts and data scientists on Big data initiatives and will ensure optimal data delivery architecture is consistent throughout ongoing projects. They must be self-directed and comfortable supporting the data needs of multiple teams, systems and products.
Responsibilities
- Create and maintain optimal Big data pipeline architecture; assemble large, complex data sets that meet functional / non-functional requirements
- Design and build production data pipelines from ingestion to consumption within a big data architecture
- Build the necessary datamarts, data warehouse required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL and AWS โbig dataโ technologies.
- Create necessary preprocessing and postprocessing for various forms of data for training/ retraining and inference ingestions as required
- Good Knowledge of Data Modeling, Data Architecture and Enterprise Data Warehouse concepts
- Good knowledge of ETL Tools
- Identify, design, and implement internal process improvements: automating manual data processes, optimizing data delivery, etc.
Requirements and Skills
- You should have a bachelors or masterโs degree in computer science, Information Technology or other quantitative fields
- You should have 5-10 years working as a Big data engineer / Data Architect in supporting large Big data transformation initiatives related to machine learning, with experience in building and optimizing โbig dataโ pipelines and data sets
- Strong analytic skills related to working with unstructured datasets.
- Experience with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with relational SQL and NoSQL databases, including Postgres and Cassandra.
- Experience with data pipeline and workflow management tools: Azkaban, Luigi, Airflow, etc.
- Experience with AWS cloud services: EC2, EMR, RDS, Redshift and familiarity with various log formats from AWS.
- Experience with stream-processing systems: Storm, Spark-Streaming, etc.
- Experience with object-oriented/object function scripting languages: Python, Java, C++, etc.
- Experience with ETL
About Us
Schneider Electricโข creates connected technologies that reshape industries, transform cities and enrich lives. Our 144,000 employees thrive in more than 100 countries. From the simplest of switches to complex operational systems, our technology, software and services improve the way our customers manage and automate their operations. Help us deliver solutions that ensure Life Is On everywhere, for everyone and at every moment:
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Great people make Schneider Electric a great company.
We seek out and reward people for putting the customer first, being disruptive to the status quo, embracing different perspectives, continuously learning, and acting like owners. We want our employees to reflect the diversity of the communities in which we operate. We welcome people as they are, creating an inclusive culture where all forms of diversity are seen as a real value for the company. Weโre looking for people with a passion for success โ on the job and beyond. See what our people have to say about working for Schneider Electric:
Primary Location
: IN-Karnataka-Bangalore
Schedule
: Full-time
Unposting Date
: Ongoing
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