Data Scientist

1 month ago

Navi Mumbai, India Revolo Infotech Full time

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 state-of-the-art methods.

- Selecting features, building, and optimizing classifiers using machine learning techniques

- Analyze and interpret Real-time 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 Ad-hoc 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 problem-solving techniques.

- Deploy machine learning models into production environments and ensure their optimization for real-time 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 k-NN, 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 D3.js, GG-plot, 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

(ref:hirist.tech)

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