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Job Location: Pune
We are looking for a passionate aspiring Data Scientist who has critical thinking ability, attention to detail, is good at making estimations, adheres to best practices of coding, has good fundamental knowledge of Math and Statistical concepts.
As a member of the Data Science team, you will be working closely with data and have to perform tasks such as understanding data from the domain perspective, Data Engineering, processing, cleaning and verification of data, data analysis and visualization, developing machine learning models.
We encourage you to join our team if you are eager to solve a real-world problem through a data-driven approach.
Roles Responsibilities:
- Apply mathematical skills to treat data
- Conduct analysis that includes data gathering and requirements specification, processing, analysis, ongoing deliverables, and presentations
- Use the ETL process (Extract, Transform, Load) to transform and consolidate data from multiple sources
- Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithms to solve complex problems
- Develop custom data models and algorithms to apply to data sets
- Provide recommendations on our ML and experimentation roadmap, proposing what to study and develop to bring ML methods
- Communicate insights and findings to the stakeholders
- Analyze the information, identify patterns and trends to build effective dashboards
- Utilize data visualization techniques to explain data and models to clients and internal teams
- Ensure that user guides, runbooks, and technical documentation are readily available and updated
- Develop company A/B testing framework and test model quality
- Excellent written and verbal communication skills for coordinating across teams
- Demonstrate the ability to work both independently and as part of a functional team.
- Embrace learning as part of your everyday work
Technologies you will be working with:
- Data Engineering
- Machine Learning
- Deep Learning
- Transformer
- NLP
- Jupyter, VS Code, Google Colab
- TensorFlow, Keras, Pytorch
- Data Visualization: Plotly, Matplotlib, Tableau
- Big Data Statistics: Spark, Dask, Vaex, Pandas, Numpy
- Azure: AAD, Functions, Virtual Machine, Web Apps, CosmosDB, API Management, Form Recognizer, Cognitive Search, data factory
- AWS Services: IAM, EC2, Lambda, ECS, DynamoDB, S3, API Gateway, Textract, Pagemaker, Docker
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