Role overview

Qualifications

Degree in data science or a related field.
3 years of experience in data analysis and data mining.
Strong proficiency in Python with advanced object-oriented programming concepts, and experience using GitHub.
Strong understanding of Natural Language Processing (NLP) methods and experience with Large Language Models.

Responsibilities

Adapt a generic classification algorithm based on keywords for specific regions, sources, and displacement types.
Develop a methodology to distinguish flow and stock displacement data from text.
Extract and harmonize displacement information from historical Excel files.
Adapt data extraction pipelines using Large Language Models via prompt engineering for conflict.

Key facts

Remote from: India
Full time
Mid-level (2-5 years)
Data Scientist
French, Spanish, English

Hard skills

Natural Language Processing (NLP) Prompt Engineering Large Language Modeling Python (Programming Language) Data Mining Data Quality Assessment Data Integration Analytics Object Model Git (Version Control System) Text Classification Data Collection Data Architecture

Other skills

Communication
Analytical Skills
Teamwork
Writing
Problem Solving

About the company

PradeepIT Consulting Services Pvt Ltd

Join PradeepIT: Innovating Information Technology and Solutions We pride ourselves on delivering exceptional results in the digital era of Information and Technology. With a track record of successful projects across offshore, nearshore, and onshore locations, we've built a clientele spanning 3 continents and 100+ companies. Our 380+ successful projects reflect our commitment to excellence. At PradeepIT, we prioritize the satisfaction of our resources, followed closely by meeting the needs of our clients and partner companies. Our service offerings include Outsourcing, Managed Services, Recruitment Process Outsourcing, Customer Relationship Management, Web Designing & Development, Content Development, and E-commerce Management. We specialize in SAP S/4 HANA, SAP Customer Data Cloud (Gigya), SAP CPQ (Calliduscloud), SAP Customer Experience, Mobility, Android, iOS & Hybrid development for native application developments. Our core value of "Join As Employee With Us And Grow Up As Entrepreneur" drives our mission. We proudly introduce our venture companies: 1. HG Infotech Pvt Ltd 2. Beli Brother Consulting Pvt Ltd 3. Involvemind 4. Stackglobe 5. Prastuti Consulting 6. Khahara Consulting 7. Thinkhigh And many more to come in the near future. We invite you to be part of our clients' success stories by adopting the latest technology and continually improving processes. If you'd like to learn more about us or have specific questions, visit www.pradeepit.com, call us at 08047363377, or email info@in.pradeepit.com. Let's work together on your next project!

Company details

Company size51 - 200

Links

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Job description

As a Data Scientist Consultant, you will be responsible for supporting the following tasks:

1. Adapt a generic classification algorithm based on keywords for specific regions, sources, and

displacement types.

2. Help to develop a methodology to distinguish flow and stock displacement data from text.

3. Extract and harmonize displacement information from historical Excel files.

4. Adapt data extraction pipelines using Large Language Models via prompt engineering for

conflict.

5. Develop a methodology to match conflict and disaster events to existing displacement

figures.

6. Develop a methodology to rank the relevance of displacement sources.

7. Build UX annotator modules to highlight extracted information for specific sources.

8. Implementing automated quality control measures to ensure the reliability of the extracted

data.

Key Deliverables include:

1: Adapt keywords to region and conflict displacement based on the already implemented

disaster.

2: Methodology to automatically distinguish Stock and Flow displacement data

3: Extract information from Excel files

4: Fine-Tune NLP Pipeline for conflict sources

5: Develop a methodology to match conflict and disaster events to existing displacement

figures.

6: Ranking Methodology of Sources

7: Custom UX Annotator Modules

8. Implement Automated Quality Control

SKILLS and QUALIFICATIONS

- Degree in data science or related field.

- 3 years of experience in data analysis and data mining.

- Strong proficiency in Python, with a strong grasp of advanced object-oriented programming

concepts.

- Demonstrated proficiency using GitHub.

- Strong understanding of Natural Language Processing (NLP) methods.

- Experience with Large Language Models

- Excellent problem-solving and analytical skills.

- Ability to work independently and as part of a team.

- Excellent written and verbal communication skills.

- Preference for candidates in or near the GTM+2 time zone

- Fluency in English; proficiency in additional languages such as French or Spanish is

advantageous.

- Excellent communication and writing skills in English.