NLP Engineer

Posted:
8/12/2024, 5:00:00 PM

Location(s):
Haryana, India ⋅ Indianapolis, Indiana, United States ⋅ Gurugram, Haryana, India ⋅ Indiana, United States

Experience Level(s):
Junior ⋅ Mid Level ⋅ Senior

Field(s):
AI & Machine Learning ⋅ Data & Analytics

About the Role:

Grade Level (for internal use):

09

The Team:

The Data Transformation team is responsible for driving key automation projects, machine learning based solutions and lean initiatives across S&P Global Market Intelligence.

As custodians of the transformation strategy for the Chief Data Office, we are responsible for creating, planning, and delivering transformational projects for the company using state of the art technologies and data science methods, developed either in house or in partnership with vendors.

We are transforming the way we are collecting the essential intelligence our clients need to do decision with conviction, delivering it faster and at scale while maintaining the highest quality standards.

 

The Impact:

·       The Data Transformation team has already delivered breakthrough products and significant business value over the last 3 years.

·       In this role you will be developing our next generation of content systems aiming at solving high-impact business problems by leveraging latest web and cloud technologies.

 

What’s in it for you:

·       You will be part of a dynamic team that solves diverse problems using applied machine learning and web development with an end-to-end implementation of the solution: inception, prototyping, development, and productionizing.

·       You will have a high level of autonomy in your work.

·       Skill building and innovation opportunities in a safe place to experiment without the fear of failure.

·       You will have the opportunity to work with a variety of stakeholders across the data, product, and technology organizations at SPGMI and cross divisionally.

 

Responsibilities:

  • Study and transform data science prototypes

•    Design NLP applications
•    Select appropriate annotated datasets for Supervised Learning methods
•    Use effective text representations to transform natural language into useful features
•    Find and implement the right algorithms and tools for NLP tasks
•    Develop NLP systems according to requirements
•    Train the developed model and run evaluation experiments
•    Integrate the models in application flow and deploy at scale
•    Perform statistical analysis of results and refine models
•    Extend ML libraries and frameworks to apply in NLP tasks
•    Remain updated in the rapidly changing field of machine learning

What we’re Looking for:

We are looking for a Natural Language Processing Engineer to help us improve our NLP products and create new NLP applications.
NLP Engineer responsibilities include transforming natural language data into useful features using NLP techniques to feed classification algorithms. To succeed in this role, you should possess outstanding skills in statistical analysis, machine learning methods and text representation techniques.
Your ultimate goal is to develop efficient self-learning NLP applications.

Preferred skills
•    Proven experience as an NLP Engineer or similar role
•    Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
•    Ability to effectively design software architecture
•    Deep understanding of text representation techniques (such as n-grams, bag of words, sentiment analysis etc), statistics and classification algorithms
•    Knowledge of Python and Java 
•    Ability to write robust and testable code
•    Good to have - Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn)
•    Strong communication skills
•    An analytical mind with problem-solving abilities
•    Degree in Computer Science, Mathematics, Computational Linguistics or similar field

About S&P Global Market Intelligence

At S&P Global Market Intelligence, a division of S&P Global we understand the importance of accurate, deep and insightful information. Our team of experts delivers unrivaled insights and leading data and technology solutions, partnering with customers to expand their perspective, operate with confidence, and make decisions with conviction.

For more information, visit www.spglobal.com/marketintelligence
.

What’s In It For You?

Our Purpose:

Progress is not a self-starter. It requires a catalyst to be set in motion. Information, imagination, people, technology–the right combination can unlock possibility and change the world.

Our world is in transition and getting more complex by the day. We push past expected observations and seek out new levels of understanding so that we can help companies, governments and individuals make an impact on tomorrow. At S&P Global we transform data into Essential Intelligence®, pinpointing risks and opening possibilities. We Accelerate Progress.


Our People:

We're more than 35,000 strong worldwide—so we're able to understand nuances while having a broad perspective. Our team is driven by curiosity and a shared belief that Essential Intelligence can help build a more prosperous future for us all.

From finding new ways to measure sustainability to analyzing energy transition across the supply chain to building workflow solutions that make it easy to tap into insight and apply it. We are changing the way people see things and empowering them to make an impact on the world we live in. We’re committed to a more equitable future and to helping our customers find new, sustainable ways of doing business. We’re constantly seeking new solutions that have progress in mind. Join us and help create the critical insights that truly make a difference.

Our Values:
 

Integrity, Discovery, Partnership


At S&P Global, we focus on Powering Global Markets. Throughout our history, the world's leading organizations have relied on us for the Essential Intelligence they need to make confident decisions about the road ahead. We start with a foundation of integrity in all we do, bring a spirit of discovery to our work, and collaborate in close partnership with each other and our customers to achieve shared goals.

Benefits:

We take care of you, so you can take care of business. We care about our people. That’s why we provide everything you—and your career—need to thrive at S&P Global.

Our benefits include: 

  • Health & Wellness: Health care coverage designed for the mind and body.

  • Flexible Downtime: Generous time off helps keep you energized for your time on.

  • Continuous Learning: Access a wealth of resources to grow your career and learn valuable new skills.

  • Invest in Your Future: Secure your financial future through competitive pay, retirement planning, a continuing education program with a company-matched student loan contribution, and financial wellness programs.

  • Family Friendly Perks: It’s not just about you. S&P Global has perks for your partners and little ones, too, with some best-in class benefits for families.

  • Beyond the Basics: From retail discounts to referral incentive awards—small perks can make a big difference.

For more information on benefits by country visit: https://spgbenefits.com/benefit-summaries

Diversity, Equity, and Inclusion at S&P Global:
At S&P Global, we believe diversity fuels creative insights, equity unlocks opportunity, and inclusion drives growth and innovation – Powering Global Markets. Our commitment centers on our global workforce, ensuring that our people are empowered to bring their whole selves to work. It doesn’t stop there, we strive to better reflect and serve the communities in which we live and work, and advocate for greater opportunity for all.
 

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Equal Opportunity Employer

S&P Global is an equal opportunity employer and all qualified candidates will receive consideration for employment without regard to race/ethnicity, color, religion, sex, sexual orientation, gender identity, national origin, age, disability, marital status, military veteran status, unemployment status, or any other status protected by law.  Only electronic job submissions will be considered for employment.  

 

If you need an accommodation during the application process due to a disability, please send an email to: [email protected] and your request will be forwarded to the appropriate person.  
 
US Candidates Only:  The EEO is the Law Poster http://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdfdescribes discrimination protections under federal law. 

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20 - Professional (EEO-2 Job Categories-United States of America), IFTECH202.1 - Middle Professional Tier I (EEO Job Group), SWP Priority – Ratings - (Strategic Workforce Planning)

S&P Global

Website: https://spglobal.com/

Headquarter Location: New York, New York, United States

Employee Count: 10001+

Year Founded: 1860

IPO Status: Public

Last Funding Type: Post-IPO Debt

Industries: Analytics ⋅ Business Intelligence ⋅ Credit ⋅ Enterprise Software ⋅ Finance ⋅ Financial Services ⋅ Information Services ⋅ Market Research