Posted Oct 12, 2018 4 views
Job Duties:
- Work on data acquisition, storage, retrieval, and actual manipulation.
- Deep learning model designing and its live deployment.
Job Qualifications:
- A minimum of 3 or more years of professional experience working as data scientist/deep learning engineer.
- Development and optimizations of state-of-the-art deep learning models using deep Learning frameworks, covering computer vision, object detection and localization, audio machine learning, natural language processing, reinforcement learning etc.
- Experience in open source languages such as Python, Java/Java8 and R.
- Strong expertise in data analysis and data mining is must.
- Experience leading3rd party and open source analytic technologies (e.g. Hadoop, Spark).
- Strong experience with development of Spark/Hadoop jobs including real time stream processing.
- Understanding of building efficient and optimized systems to parallelize operations (eg through GPUs) for quick response times
- Classification Models – Logistic Regression, Naïve Bayes, CART, Decision trees, CHAID, Random forest, MaxEnt, Neural Networks, Support Vector Machines
- Statistics – correlation, regression analysis, Trend analysis, Descriptive analysis
- Experience with database design including experience with big data.
- Basic knowledge of popular ETL tools like Pentaho, Informatica, Talend, etc.
- Understanding the usage of various data visualizations tools like Tableau, Qlikview etc
- Knowledge of standard build and deployment tools such as Eclipse, Maven, Git/Stash, and Jira.
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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