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Tue Dec 17 2024
Philip Morris InternationalLogo

ML Engineer

Philip Morris International

Portugal (Albarraque) On-site, Hybrid

English

Employment Type: Full-time
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Job Description

Be a part of a revolutionary change!

At PMI, we’ve chosen to do something incredible. We’re totally transforming our business and building our future on smoke-free products with the power to build a smoke-free future.

With huge change, comes great opportunity. So, wherever you join us, you’ll enjoy the freedom dream up and deliver, better, brighter solutions and the space to move your career forward in endlessly different directions.

The SFP Group is undergoing a critical overhaul as we look to transform into an agile, consumer-centric business that harnesses technological innovation to deliver better, science-backed alternatives to millions of adult smokers around the world. It is only by focusing on our strategic priorities and the right organization, fully enabled to deliver what matters the strategies most for our consumers along their journey toward better alternatives, that we will be able to deliver a smoke-free future.

Here, you can make a difference. You can shape the consumer journey, from discovery and acquisition through to conversion and loyalty. And you can watch your efforts lead to meaningful change in the lives of smokers on their way to better alternatives. You’ll develop your skills, collaborating across functions, markets and regions. If you want to make a life-changing impact on consumers, there’s no better place.

General Expertise

  • Problem-Solving: Ability to identify problems and develop effective solutions using machine learning.
  • Communication: Explaining complex technical concepts to non-technical stakeholders.
  • Collaboration: Working effectively with cross-functional teams, including data engineers, data scientists, and business analysts.
  • Data Engineering: Understanding data pipelines, ETL processes, and data warehousing.
  • Business Acumen: Understanding the business context and how machine learning can drive business value.
  • At least 2 years of hands-on experience with graph engineering, and machine learning implementation

Technical Skills
AWS Services:

  • Amazon S3: For data storage.
  • Amazon EC2: For scalable computing power.
  • Amazon SageMaker: For building, training, and deploying machine learning models.
  • AWS Glue, Lambda: For data integration and ETL processes.
  • AWS Bedrock: For LLM data model

Machine Learning

  • Algorithms: Knowledge of various machine learning algorithms (supervised, unsupervised, reinforcement learning).
  • Model Training and Evaluation: Techniques for training models and evaluating their performance.
  • Feature Engineering: Creating and selecting features that improve model performance.
  • Deployment: Deploying models into production environments.

Programming Languages

  • Python: For scripting, data manipulation, and machine learning libraries (e.g., TensorFlow, PyTorch, Scikit-learn).
  • SQL: For database querying and manipulation.

Snowflake

  • Data Warehousing: Understanding Snowflake’s architecture and how to optimize data storage and retrieval.

Experience in encompassing programming skills for data extraction, transformation, modelling, and manipulation to construct and utilize Knowledge Graphs technologies.

Proficiency in querying and data manipulation languages, like Python and SQL, and experience working with graph-based querying languages and data types, like SPARQL, XML, RDF, JSON, RML, and R2RML

Experience With AnzoGraph And Amazon Neptune Architecture Is Preferred.
Extensive knowledge of other RDF triple store engines is a strong plus.

What We Offer

  • Our success depends on the people who come to work every single day with a sense of purpose and an appetite for progress.
  • Seize the freedom to define your future and ours. We’ll empower you to take risks, experiment and explore.
  • Be part of an inclusive, diverse culture, where everyone’s contribution is respected; collaborate with some of the world’s best people and feel like you belong.
  • Pursue your ambitions and develop your skills with a global business – our staggering size and scale provides endless opportunities to progress!

4577

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🍀 Please mention you found the job on EU Data Jobs. It helps us reach out to more companies. We wish you lots of success! 🍀

About the Company

Philip Morris InternationalLogo

Philip Morris International

https://www.pmi.com/
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Philip Morris International (PMI) is a leading international tobacco company working to deliver a smoke-free future and evolving its portfolio for the long term to include products outside of the tobacco and nicotine sector. Since 2008, PMI has invested more than USD 10.5 billion to develop, scientifically substantiate and commercialize innovative smoke-free products for adults who would otherwise continue to smoke, with the goal of completely ending the sale of cigarettes. In November 2022, PMI acquired Swedish Match – a leader in oral nicotine delivery – creating a global smoke-free champion led by the companies’ IQOS and ZYN brands. As of September 30, 2023, PMI's smoke-free products were available for sale in 82 markets, and PMI estimates that approximately 19.7 million adults around the world had already switched to IQOS and stopped smoking. Smoke-free products account for approximately 36.2% of PMI’s total third-quarter 2023 net revenues. With a strong foundation and significant expertise in life sciences, PMI announced in February 2021 its ambition to expand into wellness and healthcare areas and, through its Vectura Fertin Pharma business, aims to enhance life through the delivery of seamless health experiences. For more information, please visit www.pmi.com and www.pmiscience.com.

Our priority is to attract, support and keep with us diverse and unique individuals. Our global workforce of more than 69,000 people is one of our greatest strengths and the key to our success as a company. Our employees speak more than 80 languages and come from all corners of the world. PMI has also been certified as a “Global Top Employer” for the seventh consecutive year, in recognition of the high standards of excellence in our working environment and the exceptional development opportunities we offer. If you come into our offices or meet our people, you will quickly realize that at PMI everyone has the opportunity to make a difference and build phenomenal careers.

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