Sr Data scientist

at Fragma Data Systems

Sr Data scientist

Fragma Data Systems

Company

Home

Sr Data scientist

at Fragma Data Systems

Posted by Sandhya JD

5 - 10 yrs

₹15L - ₹40L / yr

Remote only

Skills

Data Science

Machine Learning (ML)

Natural Language Processing (NLP)

Computer Vision

recommendation algorithm

Job Overview:

Data & Analytics team is responsible to integrate new data sources and build data models, data dictionaries and machine learning models for the Wholesale Bank.

The goal is to design and build data products to support squads in Wholesale Bank with business outcomes and development of business insights. In this Job Family we make a distinction between Data Analysts and Data Scientist. Both scientists as analysts work with data and are expected to write queries, work with engineering teams to source the right data, perform data munging (getting data into the correct format, convenient for analysis/interpretation) and derive information from data.

The data analyst typically works on simpler structured SQL or similar databases or with other BI tools/packages. The Data Scientists are expected to build statistical models or be hands-on in machine learning and advanced programming.
Role of Data Scientist to support our Corporate banking teams with insights gained from analyzing company data. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have banking or corporate banking experience.

Primary Responsibilities

 Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.

 Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques, and business strategies

 Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting, and more

 Develop custom data models and algorithms

 Develop processes and tools to monitor and analyze model performance and data accuracy

 Assess the effectiveness and accuracy of new data sources and data-gathering techniques

 Develop company A/B testing framework and test model quality

 Coordinate with different functional teams to implement models and monitor outcomes

Operating Environment, Framework and Boundaries, Working Relationships

 Develops data products that are fit for purpose by leveraging advanced data and analytical tools and technology in order to help customers to make the best possible financial decision and to make the organization more data driven, taking into account the data privacy legislations and ethical boundaries.

 Combines IT and data management expertise. He / she develops algorithms to apply to external and internal data to predict customer needs and / or developments in markets, industries and the wider financial landscape.

 Linking pin and liaison towards the Data Engineers

Desired Experience

6 Years - 10 Years

Function

Analytics

Desired Skills

Should be comfortable in solving Wholesale Banking domain analytical solution within AI/ML platform

Knowledge, Skills and Experience

 Master’s or Ph.D. in statistics, mathematics, or computer science

 Experience using statistical computer languages such as R, Python, SQL, etc.

 Experience in statistical and data mining techniques, including generalized linear model/regression, random forest, boosting, trees, text mining, social network analysis

 Experience working with and creating data architectures

 Knowledge of machine learning techniques such as clustering, decision tree learning, and artificial neural networks

 Knowledge of advanced statistical techniques and concepts, including regression, properties of distributions, and statistical tests

 6+ years of experience manipulating data sets and building statistical models

 Experience using web services: Azure AI/ML , Redshift, S3, Spark, DigitalOcean, etc.

 Experience analyzing data from third-party providers, including Google Analytics, Site Catalyst, Coremetrics, AdWords, Crimson Hexagon, Facebook Insights, etc.

 Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.

 Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.

Job Overview:

Data & Analytics team is responsible to integrate new data sources and build data models, data dictionaries and machine learning models for the Wholesale Bank.

The goal is to design and build data products to support squads in Wholesale Bank with business outcomes and development of business insights. In this Job Family we make a distinction between Data Analysts and Data Scientist. Both scientists as analysts work with data and are expected to write queries, work with engineering teams to source the right data, perform data munging (getting data into the correct format, convenient for analysis/interpretation) and derive information from data.

The data analyst typically works on simpler structured SQL or similar databases or with other BI tools/packages. The Data Scientists are expected to build statistical models or be hands-on in machine learning and advanced programming.
Role of Data Scientist to support our Corporate banking teams with insights gained from analyzing company data. The ideal candidate is adept at using large data sets to find opportunities for product and process optimization and using models to test the effectiveness of different courses of action. They must have strong experience using a variety of data mining/data analysis methods, using a variety of data tools, building and implementing models, using/creating algorithms and creating/running simulations. They must have banking or corporate banking experience.

Primary Responsibilities

 Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions.

 Mine and analyze data from company databases to drive optimization and improvement of product development, marketing techniques, and business strategies

 Use predictive modeling to increase and optimize customer experiences, revenue generation, ad targeting, and more

 Develop custom data models and algorithms

 Develop processes and tools to monitor and analyze model performance and data accuracy

 Assess the effectiveness and accuracy of new data sources and data-gathering techniques

 Develop company A/B testing framework and test model quality

 Coordinate with different functional teams to implement models and monitor outcomes

Operating Environment, Framework and Boundaries, Working Relationships

 Linking pin and liaison towards the Data Engineers

Desired Experience

6 Years - 10 Years

Function

Analytics

Desired Skills

Should be comfortable in solving Wholesale Banking domain analytical solution within AI/ML platform

Knowledge, Skills and Experience

 Master’s or Ph.D. in statistics, mathematics, or computer science

 Experience using statistical computer languages such as R, Python, SQL, etc.

 Experience in statistical and data mining techniques, including generalized linear model/regression, random forest, boosting, trees, text mining, social network analysis

 Experience working with and creating data architectures

 Knowledge of machine learning techniques such as clustering, decision tree learning, and artificial neural networks

 Knowledge of advanced statistical techniques and concepts, including regression, properties of distributions, and statistical tests

 6+ years of experience manipulating data sets and building statistical models

 Experience using web services: Azure AI/ML , Redshift, S3, Spark, DigitalOcean, etc.

 Experience analyzing data from third-party providers, including Google Analytics, Site Catalyst, Coremetrics, AdWords, Crimson Hexagon, Facebook Insights, etc.

 Experience with distributed data/computing tools: Map/Reduce, Hadoop, Hive, Spark, Gurobi, MySQL, etc.

 Experience visualizing/presenting data for stakeholders using: Periscope, Business Objects, D3, ggplot, etc.

Users love Cutshort

Read about what our users have to say about finding their next opportunity on Cutshort.

Subodh Popalwar

Software Engineer, Memorres

For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.

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About Fragma Data Systems

Founded :

2015

Type :

Products & Services

Size

Stage :

Profitable

About

Fragma is a leading Big data, AI and Advanced analytics company provideing services global clients.

Mallikarjun Degul

Sandhya JD

Varun Reddy

Priyanka U

Simpy kumari

Minakshi Kumari

Latha Yuvaraj

Vamsikrishna G

Company social profiles

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Impeccable spelling and grammar
expertise with keyword placement and other SEO practices
excellent research, organizational, and learning skills

Desired Candidate Profile
*Graduate with Superior English writing and editing skills
*Passion for content creation

Job Description

Write content for articles, blogs, press releases, forums, etc. as per the requirement.
Research and develop new ideas for the creation of high-quality content.
Proofreading, and editing of the content on a regular basis.

Software Developer

at einsite

1 recruiter

Posted by Gubbala Lenina

Hyderabad

0 - 0 yrs

₹3L - ₹5L / yr

Python

Java

Programming

Logical Reasoning

Adaptability

+1 more

Requirements:

Should have excellent problem solving and programming skills in Python/Java.
Strong interpersonal, communication and analytical skills
Should have the ability to express their design ideas and thoughts.
Should have the zeal and adaptability to learn new technology frameworks.
Should have passed out in 2020 or is passing out in 2020 and have consistently scored above 75% or CGPA of 8.

Sr. Powertrain engineer

at xemotive

1 video

1 recruiter

Posted by The Electric

NCR (Delhi | Gurgaon | Noida)

0 - 7 yrs

₹3L - ₹14L / yr

Power Electronics

Electrical engineering

Electronics

Digital electronics

We are looking for a lead power electronics engineer with a good understanding and experience in electric vehicle design and integration.

Frontend Developer - Javascript

at FarmGuide

1 recruiter

Posted by Anupam Arya

NCR (Delhi | Gurgaon | Noida)

2 - 7 yrs

₹7L - ₹12L / yr

jQuery

Javascript

React.js

NodeJS (Node.js)

- FarmGuide is a data driven tech startup aiming towards digitizing the periodic processes in place and bringing information symmetry in agriculture supply chain through transparent, dynamic & interactive software solutions. We, at FarmGuide (https://angel.co/farmguide) help Government in relevant and efficient policy making by ensuring seamless flow of information between stakeholders.Position : Senior Frontend DeveloperLocation: Gurgaon /Jaipur Job Description :- We are looking for individuals who want to help us design cutting edge scalable products to meet our rapidly growing business. We are building out a team and looking to hire across levels.- The incumbent must be hands-on in technology across levels.- He / She will independently lead design and architecture.- Will own module or business vertical's architecture independently (depending on the role and responsibility)Key Responsibilities :- Create fast and functional and intuitive interfaces- Follow coding standards, build appropriate unit tests, integrate tests and deployment scripts- Translate designs and style guides provided by the UI/UX team into functional user interfaces,ensure cross-browser compatibility and performance- Suggest improvements to user interface, software architecture or use of new technologies- Deliver reliable solutions that handle massive data and high traffic.Skills Required :- B.Tech/ M.Tech in CS or other related fields such as EE or MCA from IIT/NIT/BITS but not compulsory.- Good experience in JavaScript/ReactJS/Nodejs/HTML/jQuery/Css/SASS- Experience in AngularJs/ Webpack/ Gulp will be a plus point but not mandatory- Strong Javascript fundamentals along with experience with libraries.- Well versed in software engineering principles, frameworks, and technologies- Takes responsibility for successful delivery of the solutions Communicates continually with the project teams Explains progress on the development effort- Self-directed team player who thrives in a continually changing environment- A hands on and a passionate coder with minimalistic design sense- Prior start up experience is preferred- Excellent communication skills