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Data Science & ML Expert Full-time

at SCS Pvt. Ltd in Mumbai (Published at 06-04-2019)


Skills –
1. Should have skills and experience in Data Management and Data Sciences
• ETL, Stored data recovery, data transformation, ata Modelling, Data Structuring, Processing,
• Varied ways and innovation on Data transformation
• Big Data Management – Video, Audio, Text data
• Experience in Intelligent data sampling and frequent recovery from stored data
• Video data conversions for AI/ML processing
• Audio data conversions
• Analog to Digital conversions
• Knowledge and experience in managing static and big data (and not just streamed data)
2. Machine Learning Engine
• Machine Learning Systems Architecture
1. Ability to combine multiple variables and create complex Models for analytics in R and Python
2. Ability to create a complex model with Machine learning as the basis for choosing the right models
3. Creating an engine using .net BPM or in Core Python to combine and create complex model, using drag and drop UI
4. Worked with and has the ability to write different kinds of Machine Learning Algorithms – both on unstructured media and other forms of data
• Extensive experience in Statistical/Mathematical Optimisation
• Work experience with ensemble is desirable
• Deep Learning –
• Deep Neural Networks
• Speech to Text algorithms
• Convolutional Neural Networks for Computer Vision
• Building Computer Vision algos using libraries such as OpenCV.
• NLP knowledge is an advantage
• exposure on Augmented and virtual reality techniques and combining skills for ML Engine creation
4. Software Product
• Knowledge of VMS, AMS, IoT, Database and others
• Working knowledge of Data warehouse and data lakes, API and webservices
• Team leading - .NET developers, UI/UX designers, Machine learning experts, SQL developers, DBA, RPA developers and others
• Application packaging and distribution
Experience –
• Should have a 12-15 years of experience in the above skills
• As a developer, should have implemented and led big data projects as Team Leader and as an Architect, with working knowledge, to develop, execute and implement, trouble shoot, design and lead
• Should have ability to give special attention to bot - algorithm build, quality and efficiency
• Should have exposure to software quality methodologies


Job Description:-

• Product SDLC
• Research & Development
• AMS experience not a focus. (AMS intense not preferred )


Languages: R, Python, SQL, .NET


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