Data Scientist - Navi Mumbai, India - Revolo Infotech

Revolo Infotech Navi Mumbai, India

6 days ago

Description

Job description :
We are seeking a talented and experienced Data Scientist to join our dynamic team.

The ideal candidate will leverage advanced analytics, statistical modeling, and machine learning techniques to derive actionable insights from complex data sets.

You will be primarily involved in applying data mining techniques, will do statistical analysis, and get involved in building high-quality prediction systems integrated with our products.

You will be required to develop internal A/B testing procedures, and build a system for the automated current process, should have a working knowledge of building microservices and deployment strategy.

Having experience in IOT, and Vehicle CAN data applications is a plus.

Responsibilities :

Proven expertise in data extraction from IoT databases and diverse data sources
Data mining using stateoftheart methods.
Selecting features, building, and optimizing classifiers using machine learning techniques
Analyze and interpret Realtime data/IOT sensor data to extract valuable insights.
Enhancing data collection procedures to include information relevant to building analytic systems.
Processing, cleansing, and verifying the integrity of data used for analysis.
Conducting Adhoc analysis and representing findings in a clear and interpretable manner.
Creating automated anomaly detection systems and constant tracking of their performance
Build robust models for sensor data analytics using modern machine learning and deep learning techniques and use creative problemsolving techniques.
Deploy machine learning models into production environments and ensure their optimization for realtime performance.
Monitor and evaluate model performance, making necessary adjustments for continuous improvement.
Use Generative AI technology to improve the comprehension and production of sensor data patterns.
Implement and refine methods for generative models that are adapted to the distinctive features of sensor data.

Skills and Qualifications :

Master's or bachelor's degree in computer science, Data Science, statistics, applied math or a related field.
Minimum 4 years of experience in data science with a focus on machine learning and AI.
Excellent understanding of machine learning
Deep learning techniques and algorithms, such as kNN, Naive Bayes, SVM, Decision Tree, Random Forests, ANN, CNN, etc.
Experience in Generative AI technology and its application to sensor data.
Experience with data science toolkits, such as Python, R, and Excel.
Familiarity with cloud platforms
Azure, AWS, and Google Cloud platforms (Anyone)
Experience with data visualization tools, such as Power-BI, Tableau , GGplot, etc.
Familiarity with Flask, NodeJS frameworks
Proficiency in using query languages such as SQL, and Hive.
Experience with NoSQL databases, such as MongoDB, Cassandra, HBase
Familiarity with sensor data acquisition, preprocessing, and integration is desirable
Strong knowledge of applied statistics such as distributions, statistical testing, and regression to solve business problems and make predictions.
Strong scripting and programming skills
Capable of integrating the solution within the base application

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