2 Sun Consultants Jobs
Data Scientist (4-7 yrs)
Sun Consultants
posted 21d ago
Key skills for the job
Job Role : Data Scientist
Location : Bengaluru, Karnataka
Notice Period : 15 to 20 days.
Key Responsibilities :
- Apply Data Mining/ Data Analysis methods using a variety of data tools, building and implementing models using algorithms and creating/ running simulations to drive optimization and improvement across business functions
- Assess accuracy of new data sources and data gathering techniques
- Perform Exploratory Data Analysis, detailed analysis of business problems and technical environments in designing the solution
- Apply Supervised, Unsupervised, Reinforcement Learning and Deep Learning algorithms
- Apply advanced Machine Learning Algorithms and Statistics :
1. Regression, Simulation, Scenario Analysis,Computer Vision, Image Analytics.
2. Time Series Modelling
3. Classification - Logistic Regression, Decision Trees, SVM, KNN, Naive Bayes
4. Clustering, K-Means, Apriopri
5. Ensemble Models - Random Forest, Boosting, Bagging
6. Neural Networks
- Lead and manage Proof of Concepts and demonstrate the outcomes quickly
- Document use cases, solutions and recommendations
- Work analytically in a problem-solving environment
- Work in a fast-paced agile development environment
- Coordinate with different functional teams to implement models and monitor outcomes
- Work with stakeholders throughout the organization to identify opportunities for leveraging organisation data and apply Predictive Modelling techniques to gain insights across business functions - Operations, Products, Sales, Marketing, HR and Finance teams
- Help program and project managers in the design, planning and governance of implementing Data
Science solutions
Experience and Skills :
- 4-7 years of professional working experience in Analytics
- Experience in Retail, Financial Services and Manufacturing
- Experience using statistical packages of R, Python and Spark ML to work with data and draw insights from large data sets
- Experience with distributed data/ computing tools: Hadoop, Hive, Spark, Python
- Experience with SQL
- Experience visualizing/ presenting data for stakeholders using matplot, ggplot or Excel or Tableau
- Excellent written and verbal communication skills for coordinating across teams
Education qualification :
- Bachelors/ Masters in a quantitative discipline (Statistics, Econometrics, Mathematics, Engineering and Science)
Functional Areas: Other
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