Big Data Engineer-AI/ML

You will be responsible for developing Data Analytics workflows driving Diagnostic, Prescriptive, and Predictive analytics. Workflows must be tuned for large-scale data processing in a performant and scalable manner. The ideal candidate must be an independent problem solver with excellent communication skills.  This role involves collaborating with domain experts to understand analytics objectives and identifying which process will be most efficient in extracting the insight.
The candidate must have knowledge of the underlying mathematical foundations of statistics, machine learning, and analytics. The ability to transform a data analytics objective into a mathematical process is a must-have skill for this role.

• Extensive previous experience with Python 3.
• Python libraries used for data (such as Pandas, NumPy, SciPy).
• Spark query tuning and performance optimization.
• Hands-on experience with PySpark, Spark RDD, MLlib and GraphX.
• Experience working with S3 and SQL database integration (Postgres and/or MySQL)
• Orchestration framework knowledge (eg: Airflow or Perfect or Luigi) is good to have.
• Deep understanding of distributed systems (e.g. CAP theorem, partitioning, replication, consistency, and consensus).
• Exposure to stream-processing systems like Spark-Streaming, Kafka Streams, etc
• Experience in cloud
• Sharp analytical and problem-solving skills.

Qualification And Experience:- 

• B.E./B.Tech./M.Tech./MS degree in the relevant domain (CS, Statistics, ML/AI, Data Science) with 2 to 5 years of experience is desirable.

Location:-

• Bangalore, India.

Company Overview:-

Synopsys technology is at the heart of innovations that are changing the way we live and work. The Internet of Things. Autonomous cars. Wearables. Smart medical devices. Secure financial services. Machine learning and computer vision. These breakthroughs are ushering in the era of Smart, Secure Everything―where devices are getting smarter, everything’s connected, and everything must be secure.

Powering this new era of technology are advanced silicon chips, which are made even smarter by the remarkable software that drives them. Synopsys is at the forefront of Smart, Secure Everything with the world’s most advanced tools for silicon chip design, verification, IP integration, and application security testing. Our technology helps customers innovate from Silicon to Software, so they can deliver Smart, Secure Everything.

Since 1986, Synopsys has been at the heart of accelerating electronics innovation with engineers around the world having used Synopsys technology to successfully design and create billions of chips and systems that are found in the electronics that people rely on every day.