Posted Nov 12, 2020
Job Qualification:
A Minimum of 3 or more years of professional experience working as Big Data Engineer
Job Responsibilities:
- Development of real-time streaming pipeline with unbounded data from multiple sources including Kafka, Cassandra using stream processing frameworks like Apache Spark
- Construct jobs & scripts using industry standard tool sets to automate various data querying, loading, aggregating and reporting tasks
- Work with data scientists to identify new data sources and to optimize/identify features in existing data sources
- Develop and evaluate the performance of predictive statistical models and selecting features, building and optimizing classifiers using machine learning techniques
- Design & Development of enterprise scale Intelligent self-healing system including:
- Requirement Gathering
- Statistical Model Designing & Live deployment in production
- Application Design & Implementation
- Documentation
Technical Profile:
- Strong problem solving skills and ability to think about new and better solutions.
- Programming Languages: Python, Java/Java8, C++
- Stream Processing Technologies: Apache Spark, Apache Kafka
- Database Concepts: SQL, NoSQL with Cassandra
- Working with docker containers
- Hands on experience with one or more of the following ML/DL frameworks: Tensorflow, Tensorflow Lite, Keras, MXNet, OpenCV, OpenVINO Toolkit
- Good understanding of Deep Learning Concepts like Time Series Analysis, Root Cause Analysis, Neural Networks, Supervised Learning, Unsupervised Learning, Regression, Classification, Natural Language Processing, Reinforcement Learning
- Any previous experience with cloud technologies with AWS (S3, SageMaker, EC2), Django, Express will be advantageous but not mandatory
- Any previous experience with ML/DL based product development lifecycle (model development, testing & deployment) will be a huge plus
- Experience with standard build and deployment tools such as Eclipse, Maven, Git/Stash, and Jira
- Comfortable in working on Linux/Unix based development environment, shell scripting
Professional Profile:
- Strong communication skills and comfortable working with geographically distributed teams
- Good self-management skills to efficiently work from home whenever required and focus on the assigned tasks
- Willingness to take ownership of the assigned responsibilities
Skills
Job Details
Siemens Industry Software (Private) Limited
Mentor Graphics is a leader in electronic design automation software. We enable companies to develop better electronic products faster and more cost-effectively. Our innovative products and solutions help engineers conquer design challenges in the increasingly complex worlds of board and chip design.
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