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Data Scientist
3 weeks ago
**Data Scientist**:
Full-Time Vadodara 1-3 years
**Data Scientist**:
**Description**:
We are looking to hire a Data Scientist for our Data Division (DS, ML, DA). You will be responsible for creating and maintaining the ML or DL models, retraining, serving the models over the cloud, building APIs, managing datasets, data or data pipeline related issues, pertaining to our in-house products, clients’ products or building certain prototypes that help our company grow by presenting those in our portfolio or using those for other purposes like academia and training.
In this role, you should be highly analytical with a knack for analysis, math and statistics. Critical thinking and problem-solving skills are essential for interpreting data. We also want to see a passion for machine-learning and research.
- Identify valuable data sources and automate collection processes
- Undertake preprocessing of structured and unstructured data
- Analyze large amounts of information to discover trends and patterns
- Experience with Computer Vision, NLP or Recommendation Systems would be an added advantage
- Build predictive models and machine-learning algorithms
- Combine models through ensemble modeling
- Present information using data visualization techniques
- Propose solutions and strategies to business challenges
- Collaborate with engineering and product development teams
- Proven experience as a Data Scientist or Data Analyst
- Experience in data mining
- Understanding of machine-learning and operations research
- Knowledge of R, SQL and Python; familiarity with Scala, Java or C++ is an asset
- Experience using business intelligence tools (e.g. Tableau) and data frameworks (e.g. Hadoop)
- Analytical mind and business acumen
- Strong math skills (e.g. statistics, algebra)
- Problem-solving aptitude
- Excellent communication and presentation skills
- Bachelors or Masters degree (preferably in computer science or statistics) OR practical experience on freelancing projects, open source contribution, rank in coding challenges or stack overflow.
**Technology Stack**:
- Scripting Language: Python
- Data Science Libraries/Frameworks: Tensorflow/Pytorch (Should know at least one but should be comfortable to switch if needed), Pandas, Sklearn, Numpy, Matplotlib, Seaborn
- API Frameworks: Flask or FastAPI
- Serving Frameworks: TFServe, TorchServe, MlFLow,
- MLOps Frameworks: MlFlow (Optional but an asset)
- Cloud: AWS, Azure, GCP
Experience Required: 1 to 3 Years
No. of openings: 03
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