ML Data Engineer
ML Data Engineer
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Job Description
About the Role:
Grade Level (for internal use):
10Responsibilities:
- To work closely with various stakeholders to collect clean model and visualise datasets.
- To create data driven insights by researching designing and implementing ML models to deliver insights and implement actionoriented solutions to complex business problems
- To drive groundbreaking ML technology within the Modelling and Data Science team.
- To extract hidden value insights and enrich accuracy of the datasets.
- To leverage technology and automate workflows creating modernized operational processes aligning with the team strategy.
- To understand implement manage and maintain analytical solutions & techniques independently.
- To collaborate and coordinate with Data content and modelling teams and provide analytical assistance of various commodity datasets
- To drive and maintain high quality processes and delivering projects in collaborative Agile team environments.
Requirements:
- 7 years of programming experience particularly in Python
- 4 years of experience working with SQL or NoSQL databases.
- 1 years of experience working with Pyspark.
- University degree in Computer Science Engineering Mathematics or related disciplines.
- Strong understanding of big data technologies such as Hadoop Spark or Kafka.
- Demonstrated ability to design and implement endtoend scalable and performant data pipelines.
- Experience with workflow management platforms like Airflow.
- Strong analytical and problemsolving skills.
- Ability to collaborate and communicate effectively with both technical and nontechnical stakeholders. Experience building solutions and working in the Agile working environment
- Experience working with git or other source control tools
- Strong understanding of ObjectOriented Programming (OOP) principles and design patterns.
- Knowledge of clean code practices and the ability to write welldocumented modular and reusable code.
- Strong focus on performance optimization and writing efficient scalable code.
Nice to have:
- Experience working with Oil gas and energy markets
- Experience working with BI Visualization applications (e.g. Tableau Power BI)
- Understanding of cloudbased services preferably AWS
- Experience working with Unified analytics platforms like Databricks
- Experience with deep learning and related toolkits: Tensorflow PyTorch Keras etc.
About S&P Global Commodity Insights
At S&P Global Commodity Insights our complete view of global energy and commodities markets enables our customers to make decisions with conviction and create longterm sustainable value.
Were a trusted connector that brings together thought leaders market participants governments and regulators to cocreate solutions that lead to progress. Vital to navigating Energy Transition S&P Global Commodity Insights coverage includes oil and gas power chemicals metals agriculture and shipping.
S&P Global Commodity Insights is a division of S&P Global (NYSE: SPGI). S&P Global is the worlds 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 worlds leading organizations navigate the economic landscape so they can plan for tomorrow today.
For more information visit In It For You
Our Purpose:
Progress is not a selfstarter. It requires a catalyst to be set in motion. Information imagination people technologythe 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:
Were more than 35000 strong worldwideso were 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. Were committed to a more equitable future and to helping our customers find new sustainable ways of doing business. Were 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 worlds 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 cantake care of business. We care about our people. Thats why we provide everything youand your careerneed 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 companymatched student loan contribution and financial wellness programs.
Family Friendly Perks: Its not just about you. S&P Global has perks for your partners and little ones too with some bestin class benefits for families.
Beyond the Basics: From retail discounts to referral incentive awardssmall perks can make a big difference.
For more information on benefits by country visit: Hiring and Opportunity at S&P Global:
At S&P Global we are committed to fostering an inclusive workplace where all individuals have access to opportunities based on their skills experience and contributions. Our hiring practices emphasize fairness transparency and equal opportunity ensuring that we attract and retain top talent. By valuing different perspectives and promoting a culture of respect and collaboration we drive innovation and power global markets.
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:and your request will be forwarded to the appropriate person.
US Candidates Only:The EEO is the Law Poster discrimination protections under federal law. Pay Transparency Nondiscrimination Provision Middle Professional Tier I (EEO Job Group)
Employment Type
Full-Time
Key Skills
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