• Tatvic Analytics - Machine Learning Engineer/Data Scientist - R/Python Jobs in Ahmedabad,India

  • Tatvic Analytics
  • Save Job
  • 1 - 4 Years
  • Posted : above 1 month

Job Description:

Mission To design and develop the reusable Machine Learning Models and deploy the same on Cloud Platform for the customers to help their businesses to take data-driven decisions/actions

Outcomes

1) Build Data Pipelines and Analysis Recipes Design/Develop Data Pipelines to sink data in GCP services & Analysis recipes to generate the insights

2) Achieve Client Business KPIs targets using ML Model Develop the Machine Learning Models which support in achieving the clients business KPIs and increase client satisfaction

3) Document and Generate UML diagrams for a solution developed Prepare Internal documents/client documents for the projects

4) Internal Training Conducted Develop internal team members to build and execute Machine Learning models

5) Reporting and Visualization of ML Models Design reports/visualizations for ML model accuracy/efficiency/robustness

Job description

- Analyze Client Requirements

- Collect detailed requirements from the given brief requirements & document it (if required)

- Design & Develop Solution

- Design, build and configure solutions to meet business process and solution requirements

- Design solution architecture and pipeline

- Learn and use Google Cloud/ AWS products for server processing

- Build data science models using machine Learning and Deep Learning to solve the business problem

- Data migration, transformation, and scripting

- The quick development of PoC/MVP for business requirements

- Improve existing solution/models (Optimization)

- Optimize solution performance by getting client feedback and re-coding

- Develop existing models/solutions by analyzing and identifying areas for modification

- Optimization of the model/solution for speed up execution and scalability

- Maintain coding standards & Building reusable code and libraries for future use

- Configure alerts on top of deployed models/solutions to monitor

- Implementation of security and data protection

- Design and implementation of data storage solutions

Technical Competencies

- Data Structure & Algorithms

- Libraries/Packages - numpy, scikit, pandas

- Machine Learning-Random Forest, XGBoost, TensorFlow

- Deep Learning-Optional

- Big Data Technologies-Hadoop, MapReduce, Spark, Kafka (At Least one of this)

- Python/R-Python Must Have

- AWS or GCP-Model Deployment Experience on AWS/GCP

- Code Debugging & Error Logging

- API & Web Services

- Database-MySQL/MongoDB/Redis

- Version Control System-GitLab/GitHub/Bitbucket

Behavioral Competencies

- Digital Business Acumen

- Communication

- Building Customer Loyalty

- Problem Solving

- Applied Learning

Educational Qualification BE/B Tech/MSc IT/MCA or BE/BTech in Statistics/ Mathematics along with programming knowledge

Profile Summary:

Employment Type : Full Time
Salary : Not Mentioned
Deadline : 20th Nov 2019

Key Skills:

Company Profile:

Not Mentioned

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