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Lead Machine Learning Engineer

AT Diageo
Diageo

Lead Machine Learning Engineer

Bangalore, India
  • About Diageo:

    Diageo is the world's leading premium drinks company with an 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 high-reaching 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 competitive position in the marketplace.

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  • 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
  • Proven 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

Client-provided location(s): Bengaluru, Karnataka, India
Job ID: Diageo-JR1105217
Employment Type: Full Time

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Health Reimbursement Account
    • Dental Insurance
    • Vision Insurance
    • Life Insurance
    • Short-Term Disability
    • Long-Term Disability
    • FSA
    • FSA With Employer Contribution
    • HSA
    • HSA With Employer Contribution
    • Fitness Subsidies
    • Pet Insurance
    • Mental Health Benefits
  • Parental Benefits

    • Birth Parent or Maternity Leave
    • Non-Birth Parent or Paternity Leave
    • Fertility Benefits
    • Adoption Assistance Program
    • Family Support Resources
    • Adoption Leave
  • Work Flexibility

    • Hybrid Work Opportunities
  • Office Life and Perks

    • Commuter Benefits Program
    • Casual Dress
    • Happy Hours
    • On-Site Cafeteria
    • Holiday Events
  • Vacation and Time Off

    • Paid Vacation
    • Paid Holidays
    • Personal/Sick Days
    • Leave of Absence
    • Volunteer Time Off
  • Financial and Retirement

    • 401(K)
    • Pension
    • Stock Purchase Program
    • Performance Bonus
    • Relocation Assistance
  • Professional Development

    • Tuition Reimbursement
    • Promote From Within
    • Mentor Program
    • Access to Online Courses
    • Lunch and Learns
    • Internship Program
    • Leadership Training Program
    • Associate or Rotational Training Program
  • Diversity and Inclusion

    • Diversity, Equity, and Inclusion Program
    • Employee Resource Groups (ERG)
    • Woman founded/led

Company Videos

Hear directly from employees about what it is like to work at Diageo.