Mlops Engineer
hace 6 días
At adidas, our love for sport drives who we are and what we do. But just as a ball is more than leather and thread, and a show more than padding and plastic, we are bigger than our products. We don't just work to create faster shoes and lighter fabrics. We strive to help athletes everywhere perform their best. We believe that it's hard work inventing the future of sport, and that's why we love it; that when you push your limits, you make it possible for others to push theirs.
We believe that through Sport, we have the power to change lives.
To change lives, we have to create direct relationships with consumers and the best way to accelerate building direct relationships is through Digital
MLOps Engineer - Markdown Optimization
We seek a passionate MLOps Engineer to build ML solutions that have a direct global impact on the business and consumers.
As a MLOps Engineer, you’ll be responsible for developing products in collaboration with our Data Scientists, Data Engineers, and other MLOps engineers, in delivering high-quality ML products, at a scale that most companies only dream of.
You’ll join a scrum team that is focused on Markdown Optimization and Price Elasticity. The Markdown Optimization product supports all Adidas campaigns during the year, such as Black Friday, by recommending the perfect price for each product before and during the campaign.
What You Get To Do Every Day
- Write infrastructure as a code using Terraform/Terragrunt following best practice on AWS infrastructure.
- Setup SageMaker pipelines, model registry and model deployment
- Setup CI/CD pipelines using Jenkins.
- Orchestrate and monitor highly complex flows using Airflow.
- Be the authority in the team for any Cloud / MLOps related questions and tasks.
- Collaborate with other MLOps engineers in other teams to build shared tools and services.
- Work with the platform team to ensure that the correct IAM permissions are set for infrastructure deployment and data access.
- Play, experiment and take calculated risks.
- Contribute to creating a culture of psychological safety and hyper growth.
Who You Are
- You have 5+ years of IT experience.
- You have outstanding Python skills (at least 3 years).
- You have deep understanding in MLOps and know how to implement it.
- You have solid problem-solving skills and enjoy complex challenges.
- You understand the entire software development life cycle and expert in software versioning, automation, and continuous integration and deployment.
- You are fluent in English and are able to structure your thoughts and express them clearly verbally and in writing.
- You enjoy learning and have a growth mindset.
- You love technology.
Tech You’ll Use
- AWS (IAM, EC2, EMR, Lambda, S3, Networking)
- Python
- Terraform/Terragrunt
- SageMaker, MLFlow
- Kubernetes, Docker
- Jenkins (and groovy)
- Airflow
What We Offer
- Choice between MacBook Pro and Windows laptops
- Mobile smartphone
- Hybrid work model
- Permanent contract
- 28 days paid holidays per year
- Online and offline education resources, like Udemy and LinkedIn Learning
- Sports Allowance
- Employee discount on adidas
- Collective insurance discount
At adidas, we’re keen to increase our team’s diversity of backgrounds and skills, and we’re more interested in the work you will produce than that work you’ve already produced in the past. If you’d love to work with us, then we’d love to hear from you.
THROUGH SPORT, WE HAVE THE POWER TO CHANGE LIVES
Check out the adidas developer portal to see our latest projects, platforms, and tech stacks:
Are you ready to live adidas experience?
AT ADIDAS WE HAVE A WINNING CULTURE. BUT TO WIN, PHYSICAL POWER IS NOT ENOUGH. JUST LIKE ATHLETES OUR EMPLOYEES NEED MENTAL STRENGTH IN THEIR GAME. WE FOSTER THE ATHLETE‘S MINDSET THROUGH A SET OF BEHAVIORS THAT WE WANT TO ENABLE AND DEVELOP IN OUR PEOPLE AND THAT ARE AT THE CORE OF OUR UNIQUE COMPANY CULTURE - THE 3CS: CONFIDENCE, COLLABORATION AND CREATIVITY.
CONFIDENCE allows athletes to make quick decisions on the field, to reach higher. For us at adidas confidence means acknowledging that we don’t have all the answers. But we are willing to take risks, we try new things. And if we fail, then this is part of our learning - it helps us improve.
COLLABORATION. Every elite athlete relies on partners: coaches, teammates, and nutritionists. We, too, know that we are stronger together. Winning as one team takes open and candid dialogue, inclusiveness and trust in each other’s abilities and talents.
Being the best sports company in the world takes CREATIVITY. No great athlete succeeds by copying their predecessors’ training plans and strategies. We have to be open to new ideas, explore, gain an edge and stand out. Only then can we succeed.
**ADIDAS CELEBRATES DIVERSITY, SUPPORTS INCLUSIVENESS AND ENCOURAGES INDIVIDUAL EXPRESSION IN OUR WORKPLACE. WE DO NOT TOLERATE THE HARASSMENT OR DISCRIMINATION TOWARD ANY OF OUR APPLICANTS OR EMPLOY
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