Adept Global | Senior Data Scientist | india

1 month ago

india Adept Global Full time

Designation: Assistant Manager Data Scientist

Location: Jaipur

Experience: 4+ Years


Experience:

 Experience of writing code to automate current system workflow, especially in R or Python

for data analysis, Predictive modelling, Predictive analytics.

 Experience in research, transform, design, and implement data science prototypes to

automate system process with help of various ML Algorithm and tools.

 Automate multiple processes in Data science related to Hyper parameter optimization,

Model selection, Feature selection, Data pre-processing, Testing and validation of multiple

models.

 Hands-on working in platform like R(R Studio)/Python (Jupiter notebooks, spyder)

 Analysing the business requirements and mapping out how automation will be

implemented.

 Analysing data and testing the developed automated solutions outcome to ensure it

complies with management expectations and standards.

 Experience of working on end-to-end data science pipeline: problem statement, data

gathering, EDA, modelling, data visualization, validation, monitoring, and maintenance

 Experience in research, design, and builds self-running AI systems for automating predictive

models.

 Experience using machine learning algorithms (e.g., Multivariate regression, OLS, Ridge

regression, Lasso regression, Boosting, Neural Network)

 Knowledge of working with Git

 Experience of predictive analytics and ML modelling in Real Estate domain

 Experience in deep learning, NLP


Knowledge:

 Advance knowledge of statistics, Data science and Machine learning

 Knowledge of automation and implementation tools.

 Knowledge of Multiple Linear Regression Technique, Data Mining Methodology.

 Knowledge of Predictive Analytics and Machine Learning concepts and algorithms

 Knowledge to automate current process in system by using ML algorithms.

 Knowledge of Real Estate valuation Methods, pricing concept

 Knowledge of AVM’s

 Knowledge of Advance Machine Learning Technique


Skills:

 Excellent numerical/ statistical/ mathematical skills

 Excellent skills with R/Python for data analysis, Advance Excel, predictive modelling

 Ability to think in automate way to solve business problem with complex dataset.

 Ability to identify and fix bugs in data sets and code.

 Strong team working and critical thinkingskills.

 Ability to manage own workload.

 Ability to build positive relation within organisation with managers.

 Ability to deliver trainings.

 Excellent written and oral communication skills.

 Professional, dependable, solid work ethic, detail-oriented, self-motivated.

 Strong analytical and problem-solving skills


Responsibilities:

 Ability to understand a problem statement and implement analytical solutions and

technique independently and proactively.

 Design and build Artificial Intelligence algorithms with self-learning capabilities to make

precise predictions for next-level automation.

 Ability to identify opportunity for leveraging company data to drive business solutions.

 Conceptualize, design, and implement high quality solutions and insightful analysis.

 Conduct research and prototyping innovations, Data and requirement gathering, solution

scoping and maintain process flow on advance statistical and machine learning problems.

 Collaborate and coordinate with different functional teams to implement models and

monitor outcomes.

 Ability to research, design, development and implement AI/ML based solution.

 Ability to script codes in R/Python and analyse large datasets to uncover answer to complex

problems based on Real Estate domain.

 Analyse raw data, Perform data processing functions of structured and unstructured data.

 Analyse and identify scope of automation in large amount of information to discover hidden

trends and pattern in the dataset, Data Cleaning, Data Pre-processing, Data visualization,

Exploratory Data Analysis, Model Building and Generate reports in R Markdown

 Ability to break the problem into small parts and applying relevant technique to drive

relevant outcome.

 Ability to learn and pick up new language / tool / platform quickly.

 Identify areas of improvement and create solutions for those areas.


Qualifications:

 Graduate / Post Graduate (B.Tech.(CS/IT), Mathematics, Statistics)

 Minimum of 4-5 years’ of full-time professional working experience in developing data

science models


Interested candidates can share your resume to

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