S&amp;P Global (NYSE: SPGI) provides Essential Intelligence. We enable governments, businesses and individuals with the right data, expertise and connected technology so that they can make decisions with conviction. From helping our customers assess new investments to guiding them through sustainability and energy transition across supply chains, we unlock new opportunities, solve challenges and Accelerate Progress for the world.We are widely sought after by many of the world’s leading organizations to provide credit ratings, benchmarks, analytics and workflow solutions in the global capital, commodity and automotive markets. With every one of our offerings, we help the world’s leading organizations plan for tomorrow, today. For more information, visit www.spglobal.com.Our divisions include: – S&amp;P Global Market Intelligence partners with customers to broaden their perspective and operate with confidence by bringing them leading data sources and technologies that embed insight in their daily work.– S&amp;P Global Ratings offers critical insights for credit, risk and sustainable finance solutions that are essential to translating complexity into clarity, so market participants can uncover opportunities.– S&amp;P Global Commodity Insights enables organizations to create long-term, sustainable value with data and insights for a complete view on the global energy and commodities markets.– S&amp;P Global Mobility turns invaluable insights captured from automotive data to help our clients understand today’s market, reach more customers, and shape the future of automotive mobility.– S&amp;P Dow Jones Indices provides iconic and innovative index solutions, bringing transparency to global capital markets.– S&amp;P Global Engineering Solutions solves for tomorrow’s challenges today by transforming workflows and end-user experiences with data, insights and technology.&nbsp;

S&P Global


Lead Data Scientist

Lead Data Scientist role at S&P Global Commodity Insights. Build and deploy ML/LLM powered products for natural language understanding, data extraction and information retrieval. Requires expert proficiency in Python, ML/Deep Learning algorithms and large scale model deployment strategies. Knowledge in AWS technologies, SQL, containerization and Django is desirable.

<div class="jobs-box__html-content jobs-description-content__text t-14 t-normal
 jobs-description-content__text--stretch" id="job-details" tabindex="-1">
 <h2 class="text-heading-large">
 About the job
 </h2>

 <div class="mt4">
 
 About The Role Grade Level (for internal use): 11 The Team <ul><li>As a member of the Commodity Insights you will work on building and deploying ML/LLM powered products and capabilities to power natural language understanding, data extraction, information retrieval and data sourcing solutions for S&amp;P Global Market Intelligence and our clients. </li><li>You will be responsible for the management, deployment and optimization of ML Models and pipelines while leading-by-example in a highly engaging work environment. You will work in a (truly) global team and encouraged for thoughtful risk-taking and self-initiative. </li></ul>
What’s In It For You <ul><li>Exciting tasks and the team with own product development in the space of intelligent data solutions based on Machine Learning </li></ul>
Responsibilities <ul><li>Play a central role in all stages of the AI product development life cycle, including:</li> <ul><li>Designing Machine Learning systems and model scaling strategies</li><li>Research &amp; Implement ML and Deep learning algorithms for production</li><li>Run necessary ML tests and benchmarks for model validation</li><li>Fine-tune, retrain and scale existing model deployments</li><li>Extend existing ML library’s and write packages for reproducing components</li><li>Partner with business leaders, domain experts, and end-users to gain business understanding, data understanding, and collect requirements</li><li>Interpret results and present them to business leaders</li><li>Manage production pipelines for enterprise scale projects</li><li>Perform code reviews &amp; optimization for your projects and team</li><li>Lead and mentor by example, including project scrums </li></ul>
</ul>
Technical Requirements <ul><li>Proven track record as a ML engineer</li><li>Expert proficiency in Python (Numpy, Pandas, Spacy, Sklearn, Pytorch/TF2, HuggingFace etc.)</li><li>Excellent exposure to large scale model deployment strategies and tools</li><li>Excellent knowledge of ML &amp; Deep Learning domain</li><li>Solid exposure to Information Retrieval, Web scraping and Data Extraction at scale</li><li>Knowledge in AWS Technologies: Terraform, CFT, Lambda, Fargate, ECS and also in SQL, containerization and Django.</li><li>Experience with SOTA models related to NLP like Classification, Summarization, Phrase extraction, Table Extraction and OCR </li><li>Open to learning new technologies and programming languages as required</li><li>Knowledge in model monitoring and retrain &amp; tuning of models </li></ul>
Good To Have <ul><li>4+ years of relevant experience in ML Engineering</li><li>Prior substantial experience regarding document processing </li></ul>
About S&amp;P Global Commodity Insights At S&amp;P Global Commodity Insights, our complete view of global energy and commodities markets enables our customers to make decisions with conviction and create long-term, sustainable value. We’re a trusted connector that brings together thought leaders, market participants, governments, and regulators to co-create solutions that lead to progress. Vital to navigating Energy Transition, S&amp;P Global Commodity Insights’ coverage includes oil and gas, power, chemicals, metals, agriculture and shipping. S&amp;P Global Commodity Insights is a division of S&amp;P Global (NYSE: SPGI). S&amp;P Global is the world’s foremost provider of credit ratings, benchmarks, analytics and workflow solutions in the global capital, commodity and automotive markets. With every one of our offerings, we help many of the world’s leading organizations navigate the economic landscape so they can plan for tomorrow, today. For more information, visit <a class="app-aware-link " target="_blank" href="http://www.spglobal.com/commodity-insights" data-test-app-aware-link="">http://www.spglobal.com/commodity-insights</a>. 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&amp;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&amp;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&amp;P Global. Our Benefits Include <ul><li>Health &amp; Wellness: Health care coverage designed for the mind and body.</li><li>Flexible Downtime: Generous time off helps keep you energized for your time on.</li><li>Continuous Learning: Access a wealth of resources to grow your career and learn valuable new skills.</li><li>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.</li><li>Family Friendly Perks: It’s not just about you. S&amp;P Global has perks for your partners and little ones, too, with some best-in class benefits for families.</li><li>Beyond the Basics: From retail discounts to referral incentive awards—small perks can make a big difference. </li></ul>
For more information on benefits by country visit: <a class="app-aware-link " target="_blank" href="https://nam11.safelinks.protection.outlook.com/?url=https%3A%2F%2Fspgbenefits.com%2Fbenefit-summaries&amp;data=05%7C02%7Clauren.washington%40spglobal.com%7C2110bb7975e647763da908dc57fae79d%7C8f3e36ea80394b4081a77dc0599e8645%7C1%7C0%7C638481982335774379%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C0%7C%7C%7C&amp;sdata=MLyuUlul44KSiQWXG3isvYhaT7f6JLL5jLpgtgOcHyE%3D&amp;reserved=0" data-test-app-aware-link="">https://spgbenefits.com/benefit-summaries </a>Diversity, Equity, And Inclusion At S&amp;P Global At S&amp;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. Equal Opportunity Employer S&amp;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: EEO.Compliance@spglobal.com and your request will be forwarded to the appropriate person. US Candidates Only: The EEO is the Law Poster <a class="app-aware-link " target="_blank" href="http://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdf" data-test-app-aware-link="">http://www.dol.gov/ofccp/regs/compliance/posters/pdf/eeopost.pdf </a>describes discrimination protections under federal law. 20 - Professional (EEO-2 Job Categories-United States of America), IFTECH202.2 - Middle Professional Tier II (EEO Job Group), SWP Priority – Ratings - (Strategic Workforce Planning) Job ID: 295614 Posted On: 2024-10-04 Location: Hyderabad, Telangana, India
 
 </div>
 </div>

large_AAA Learning Path.png

medium_AAA Learning Path.png

small_AAA Learning Path.png

thumbnail_AAA Learning Path.png

AAA Learning Path.png

AAA Roadmap

large_Unity Logo.png

medium_Unity Logo.png

small_Unity Logo.png

thumbnail_Unity Logo.png

Unity Logo.png

Cheatsheets

large_Courses.png

medium_Courses.png

small_Courses.png

thumbnail_Courses.png

Courses.png

Learn Game Dev

thumbnail_Rockstar.webp

Rockstar.webp

Rockstar Jobs

thumbnail_EA.webp

EA.webp

EA Jobs

thumbnail_Playstation.webp

Playstation.webp

Playstation Jobs

large_Indie Learning Path v2.png

medium_Indie Learning Path v2.png

small_Indie Learning Path v2.png

thumbnail_Indie Learning Path v2.png

Indie Learning Path v2.png

Indie Roadmap

small_Ubisoft.webp

thumbnail_Ubisoft.webp

Ubisoft.webp

Ubisoft Jobs

modern-badge-discord-icon_578229-169.avif

Join Discord

thumbnail_Epic Games.webp

Epic Games.webp

Epic Game Jobs

large_Game Dev Resources v2.png

medium_Game Dev Resources v2.png

small_Game Dev Resources v2.png

thumbnail_Game Dev Resources v2.png

Game Dev Resources v2.png

Job Resources

thumbnail_Riot Games.webp

Riot Games.webp

Riot Jobs

large_Unity Quiz v2.png

medium_Unity Quiz v2.png

small_Unity Quiz v2.png

thumbnail_Unity Quiz v2.png

Unity Quiz v2.png

Unity Quiz

08cafc09dac48d655284704f063dc64e.webp

CDPR Jobs

icons8-world-map-100.png

Remote Jobs

80ad888d-4837-48d9-8b65-0ffdee910f35.webp

Krafton Jobs

large_Pokemon C++ Intermediate.png

medium_Pokemon C++ Intermediate.png

small_Pokemon C++ Intermediate.png

thumbnail_Pokemon C++ Intermediate.png

Pokemon C++ Intermediate.png

Build Pokémon Game

thumbnail_a14feb4b393500244d0b8864bda07b2c.webp

a14feb4b393500244d0b8864bda07b2c.webp

Twitch Jobs

large_Learn C++.png

medium_Learn C++.png

small_Learn C++.png

thumbnail_Learn C++.png

Learn C++.png

Learn C++

thumbnail_865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

865c7fd0-1ffd-4000-80b6-1e69d6665257.webp

Larian Jobs

large_Learn Unity.png

medium_Learn Unity.png

small_Learn Unity.png

thumbnail_Learn Unity.png

Learn Unity.png

Learn Unity

thumbnail_02_21_2024__11_00_53.webp

02_21_2024__11_00_53.webp

Wargaming Jobs

large_Top C++ Jobs.png

medium_Top C++ Jobs.png

small_Top C++ Jobs.png

thumbnail_Top C++ Jobs.png

Top C++ Jobs.png

Top C++ Jobs

Test your Unity Animations knowledge with this quiz! Explore concepts like Animator Controller, Blend Trees, and many more.

Test your Unity UI knowledge with this quiz! Explore essential concepts like Canvas, EventSystem and many more. 

Challenge yourself with this Unity Input System quiz! Test your skills in input mapping, device handling, and action events.

Take your Unity skills to the next level with Part 3 of this quiz, covering scripting, physics, rendering, and performance optimization!

Test your Unity expertise with this quiz, covering initialization to advanced rendering and physics!

Test your Unity knowledge with this comprehensive quiz, covering everything from MonoBehaviour basics to advanced physics, rendering, and optimization techniques across multiple difficulty levels!

Assess your knowledge of Unity's Rigidbody component and its advanced physics interactions with this in-depth quiz!

Test your understanding of Unity’s Physics, Movement, and MonoBehaviour with this insightful beginner-friendly quiz!

Dive into the fundamentals of open-world game development in Unity with this beginner-friendly quiz.

Challenge yourself with this beginner-friendly quiz on building an endless runner in Unity!

Test your beginner-level knowledge of Unity platformer development with this engaging quiz.

Test your basic knowledge of Unity and Unreal Engine with this beginner-friendly quiz on game development fundamentals.

This assessment evaluates your understanding of Unity's component-based architecture, how GameObjects and their components interact, the hierarchy system with nested GameObjects, and how to reference them in scripts.

This assessment evaluates your understanding of Unity's NavMesh system, including navigation baking, NavMeshAgents, pathfinding, obstacles, and scripting interactions with NavMesh to create AI-driven movement.

An assessment to test the correct usage of Unity's events and lifecycle functions in the context of the game "Clash Royale"

- This assessment gives us an idea of your C++ skills - Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! 📋 &nbsp;- This assessment gives us an idea of your problem solving skills using DSA - Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Programming Patterns! 📋- This assessment gives us an idea of your code architecture skills - Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your OOPs skills! 📋- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills - Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc. - 10 Multiple Choice questions - Average time to complete: 7 to 10 minutes

Let's assess your Unity Skills 📋 - This assessment gives us an idea of your Unity fundamentals - Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc. - 9 questions: 9 Multiple Choice - Minimum score needed to qualify: 80% - Average time to complete: 5 to 10 minutes

Google

Data and Measurement Account Manager

Account Strategist, Mid-Market Sales

Technical Program Manager II, Software Engineering, Geo

Software Developer III, Core Infrastructure

Technical Program Manager, Global Networking and Infrastructure Intake and Management

Senior ML Systems Engineer, AICore

New Business Account Strategist, Onboarding

Data Center Facilities Technician II, Electrical

Web Solutions Engineer

The Data and Measurement Account Manager (LCS) role at Google involves managing a portfolio of enterprise clients, fostering strong client and partner relationships, and providing expert advice on data solutions and marketing strategies.  Responsibilities include advising on privacy-preserving data solutions, future-proofing clients' measurement setups, and activating digital transformation projects using technologies like Machine Learning. This role requires fluent Hebrew communication for direct client interaction and a strong understanding of digital media, data management, and Google's advertising platforms (Google Ads, Search Ads 360, Display & Video 360). The ideal candidate will possess advanced analytical skills and experience in data integration and attribution strategies.

Check out our career opportunities at goo.gle/3DLEokh

Data Engineer, Google Trust and Safety

<div jscontroller="iYVHDc" class="DkhPwc" jsname="tIk9qd" data-id="122758719439020742" jsaction="A6AxKc:CXOOvf;"><div class="KwJkGe"><h3>Minimum qualifications:</h3><ul>
<li>Bachelor's degree or equivalent practical experience.</li>
<li>5 years of experience in digital media, sales, marketing, or product roles.</li>
<li>2 years of experience in data management or its integration into media buys.</li>
<li>Ability to communicate in Hebrew fluently in order to interact in this customer-facing sales role.</li>
</ul> <h3>Preferred qualifications:</h3><ul>
<li>Experience in advanced data analysis and web analytics/SEO, or digital advertising such as programmatic media and advanced search marketing.</li>
<li>Experience in data integration and media/attribution strategy.</li>
<li>Experience in business development, client relationships.</li>
<li>Knowledge of Google Media Platforms, including Google Ads, Search Ads 360, and Display and Video 360.</li>
<li>Excellent client-service and problem-solving skills.</li>
</ul></div><div class="aG5W3"><h3>About the job</h3>Businesses that partner with Google come in all shapes, sizes and market caps, and no one Google advertising solution works for all. Your knowledge of online media combined with your communication skills and analytical abilities shapes how new and existing businesses grow. Using your relationship-building skills, you provide Google-caliber client service, research and market analysis. You anticipate how decisions are made, persistently explore and uncover the business needs of Google's key clients and understand how our range of product offerings can grow their business. Working with them, you set the vision and the strategy for how their advertising can reach thousands of users.
Our Large Customer Sales teams partner closely with many of the world’s biggest advertisers and agencies to develop digital solutions that build businesses and brands. We enjoy a bird’s eye view on the massive transformation occurring as advertising shifts to mobile and online platforms. We're uniquely situated to help shape how companies grow their businesses in the digital age. We advise clients on Google's broad range of products across search, video and mobile to help them connect instantly and seamlessly with their audiences.</div><div class="BDNOWe"><h3>Responsibilities</h3><ul>
<li>Manage a portfolio of enterprise clients that are advertisers.</li>
<li>Cultivate and own key relationships with clients and partners across problem-solving, data, and marketing.</li>
<li>Advise and support on privacy-preserving customer data solutions and future-proofing customers’ measurement set-up in line with industry evolution on consent, cookies, usability, and tracking transparency.</li>
<li>Activate digital transformation projects to deliver everything from privacy-safe first-party data collection to custom Machine Learning (ML) and predictive analytics.</li>
</ul></div></div>

Follow Mayank - career advice

Follow Mayank Grover for game development resources

Free | C# | Midnight Pizza Fight

Free | C++ | Lethos

Free | C++ | Pong

Follow Abhishek - tech content

Follow Abhishek Smith for game programming content

This assessment gives us an idea of your C++ skills- Companies that evaluate this skillset in interviews: Rockstar Games, Ubisoft, Mayhem Studios, etc.- 10 Multiple Choice questions- Average time to complete: 7 to 10 minutes

Let's assess your Data Structures! - This assessment gives us an idea of your problem solving skills using DSA- Companies that evaluate this skillset in interviews: MPL, LILA Games, GSN Games, etc.- 10 Multiple Choice questions

Data Structures and Algorithms

Let's assess your Programming Patterns! ????- This assessment gives us an idea of your code architecture skills- Companies that evaluate this skillset in interviews: Dirtcube, PTW, Playshifu, etc.

Programming Patterns

Let's assess your OOPs skills! ????- This assessment gives us an idea of your fundamental OOPS concepts and Solid principles skills- Companies that evaluate this skillset in interviews: Hitwicket, GSN Games, Tomo Club, etc.

Object Oriented Programming

Let's assess your Unity Skills ????- This assessment gives us an idea of your Unity fundamentals- Companies you can apply for after taking this assessment: Godspeed games, Salvation Games, nCore Games, etc.