Lead Machine Learning Engineer

Posted 3 Days Ago
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Bangalore, Bengaluru, Karnataka
Senior level
Manufacturing
The Role
The Lead Machine Learning Engineer will manage end-to-end ML model development, leveraging Python and Azure technologies while ensuring high-quality code and performance evaluation.
Summary Generated by Built In

Job Description :

  • About Diageo:

    Diageo is the world’s leading premium drinks company with Outstanding collection of brands, such as Johnnie Walker, Smirnoff, Baileys, Captain Morgan, Tanqueray and Guinness. With over 200 brands in 180 countries and a global network of daring individuals, our teams blend a diverse range of experience, knowledge and skills. We connect customers and consumers to our iconic products and build innovative experiences that bring people together to celebrate life. 

  • Who we are:

    The Digital & Technology vision is to own the way in the transformation of Diageo business capabilities, demonstrating data & digital technology, to build a driven edge in the marketplace. 

About the Function:
Our Digital and Technology (D&T) team are innovators, delivering ground-breaking solutions that will help craft the future of our iconic brands. Technology touches every part of our business, from the sourcing of sustainable ingredients to marketing and development of our online platforms. We utilise data insights to build competitive advantage, supporting our people to deliver value faster.

Our D&T team includes some of the most dedicated digital professionals in the industry. Every day, we come together to push boundaries and innovate, shaping the digital solutions of tomorrow. Whatever your passion, we’ll help you become the best you can be, creating career-defining work and delivering breakthrough thinking.

  • 6 to 8 years of hands-on experience working on ML engineering
  • Experience in end-to-end model development life cycle spanning (but not limited to) data sampling, model training, deployment, and performance evaluation
  • Expertise in Python with the ability to write performant production-quality code
  • Familiarity with SQL, knowledge of spark and cloud data environments (Azure cloud services)
  • Experience of using Azure DevOps, ADF, MLFlow, Feature Stores etc.
  • Knowledge of building and deploying CI/CD pipelines
  • Validated understanding of machine learning algorithms and techniques
  • Experience working on large scale machine learning projects, handling big data, and distributed computing frameworks like Hadoop or Spark.
  • Proficient in data manipulation, data preprocessing, and feature engineering. - Strong problem-solving and analytical skills.
  • Experience of working in an Agile framework

Worker Type :

Regular

Primary Location:

Bangalore Karle Town SEZ

Additional Locations :

Job Posting Start Date :

2024-10-22

Top Skills

Adf
Azure
Azure Devops
Mlflow
Python
Spark
SQL
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The Company
London
32,334 Employees
On-site Workplace

What We Do

Diageo's official LinkedIn account. We're a global leader in premium drinks, across spirits and beer, a business built on the principles and foundations laid by the giants of the industry.

With over 200 brands sold in 180 countries, our portfolio has remarkable breadth. From centuries-old names to exciting new entrants, and global giants to local legends, we're building the very best brands out there, and with over 30,000 talented people based in over 135 countries, we're a truly global company. With such diversity, we're able to truly represent our broad consumer base and think differently about the future.

To maintain our position as leaders in the alcoholic beverage market, we always invest in the future and are mindful of the impact we have. Because just like the legends of our past, we're here to raise the bar – for people as well as the planet

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