Python developer for a startup company in the field of process manufacturing industrial analytics
Posted by Periasamy Vijay (@yHXunlIIvT)
Python developer for a startup company in the field of process manufacturing industrial analytics.
The company will offer products and services for data analytics in process industries. The main product offering is a software application for industrial data analytics. The application will fetch time series data from different PLC,DCS, historians and SCADA systems in various formats like OPC. Various monitoring and analysis functions are performed with this data with capability of both offline analysis and real time implementation. The capabilities of the application will include data extraction,processing, visualisation and analytics, causal analysis, root cause analysis, controller performance monitoring, monitoring and insights for specific components like valves and actuators, fault detection and diagnosis, and predictive analysis. The application will utilise causal reasoning, uni variate and multivariate statistical methods along with machine learning algorithms for implementing various diagnostic and prognostic functions. The application will provide actionable insights to plant operators/engineers/managers for effectively managing abnormal situations, enabling preventive maintenance and finding avenues for process improvement leading to reducing production costs and better efficiency, safety and productivity. The products will be designed to be deployed both in client premises and over the cloud.
The candidate will be the main full stack developer of this application and will implement the algorithms in Python and will be involved in decisions pertaining to UI design and software architecture. The candidate will collaborate with the design team and clients to implement ideas and algorithms.
The job will offer the exiting opportunity to be involved in ground up development of unique product for the process industry. The candidate will be involved in all aspects of software development and will gain invaluable experience that is quite rare. He can gain work satisfaction from the personal impact he can create on the product and influence the coarse of the company. In short, he will gain all the advantages of being part of challenging and exciting startup environment. Flexible work options are also available.
The candidate should have 3-5 years experience in Python coding with experience in web frameworks and numeric and scientific libraries. Knowledge of connecting to/ data transfer fromSCADA, HMI and PLC systems, OPC servers, data historians etc. is required. Some knowledge of Matlab is desirable. Familiarity with industrial databases and accessing them in Python is also desirable.
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