June 9, 2023
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San Francisco, CA, United States
June 9, 2023
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Summary
JOB DESCRIPTION
At Levi Strauss & Co, we are revolutionizing the apparel business and redefining the way denim is made.
We are taking one of the world’s most iconic brands into the next century: from creating machine learning-powered denim finishes to using block-chain for our factory workers’ wellbeing, to building algorithms to better meet the needs of our consumers and optimize our supply chain.
Be a pioneer in the fashion industry by joining our Digital Technology organization where you will have the chance to build exciting solutions that will impact our Americas business and at the same time be part of a bigger, across-continents, data community.
The AI/ML Engineering team at Levi is on a mission to build a next generation capability that will accelerate model deployment in production from taking months to a couple of weeks As the Senior Machine Learning Engineer within this org, you will work alongside the Data Science team to operationalize the ML models in production on a broad set of domains that power a data-driven transformation of our standard business procedures across channels and organizations. You will develop and deploy novel approaches to optimize existing machine learning systems to maximize their value and increase consumer satisfaction at every brand touchpoint. We need someone who will bring thoughtful solutions, perspective, empathy, creativity, and a positive attitude to solve problems in our ever-growing DTC business.
You are a proactive and self-driven engineer looking to take on challenges and the opportunity to grow. Taking ownership and driving results while being a team player are all critical ingredients. You are logical and have strong reasoning to balance solution vs risk taking.
Job Description
We put a lot of thought into our programs to provide you with a benefits package that matters. Whether it is for medical care, taking time off, improving your health or planning for retirement, we've got you covered.
The expected starting salary range for this role is $162,800-$230,000. We may ultimately pay more or less than the posted range based on the location of the role. The amount a particular employee will earn within the salary range will be based on several factors including, but not limited to, relevant education, qualifications, experience, skills, performance and business needs.
Levi Strauss & Co. (LS&Co.) offers a total rewards package that includes competitive pay, incentive plans, and a wide array of benefits designed to help you and your family stay healthy, meet your financial goals, and balance the demands of your work and personal life. Available benefits vary depending upon the specifics of the role; details relating to a specific role will be made available upon request.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, benefits or other form of compensation and benefits that are allocable to a particular employee remains in the Company’s sole discretion unless and until paid and may be modified at the Company’s sole discretion, consistent with the law.
EOE M/F/Disability/Vets
LOCATION
San Francisco, CA, USA
FULL TIME/PART TIME
Full time
Current LS&Co Employees, apply via your Workday account.
JOB DESCRIPTION
At Levi Strauss & Co, we are revolutionizing the apparel business and redefining the way denim is made.
We are taking one of the world’s most iconic brands into the next century: from creating machine learning-powered denim finishes to using block-chain for our factory workers’ wellbeing, to building algorithms to better meet the needs of our consumers and optimize our supply chain.
Be a pioneer in the fashion industry by joining our Digital Technology organization where you will have the chance to build exciting solutions that will impact our Americas business and at the same time be part of a bigger, across-continents, data community.
The AI/ML Engineering team at Levi is on a mission to build a next generation capability that will accelerate model deployment in production from taking months to a couple of weeks As the Senior Machine Learning Engineer within this org, you will work alongside the Data Science team to operationalize the ML models in production on a broad set of domains that power a data-driven transformation of our standard business procedures across channels and organizations. You will develop and deploy novel approaches to optimize existing machine learning systems to maximize their value and increase consumer satisfaction at every brand touchpoint. We need someone who will bring thoughtful solutions, perspective, empathy, creativity, and a positive attitude to solve problems in our ever-growing DTC business.
You are a proactive and self-driven engineer looking to take on challenges and the opportunity to grow. Taking ownership and driving results while being a team player are all critical ingredients. You are logical and have strong reasoning to balance solution vs risk taking.
Job Description
- Identify new opportunities to improve business processes and improve consumer experiences, and prototype solutions to demonstrate value with a crawl, walk, run mindset.
- Work with data scientists and analysts to create and deploy new product features on the ecommerce website, in-store portals and the Levi's mobile app
- Implement end-to-end solutions across the full breadth of ML model development lifecycle. The specific role includes working hand in hand with the scientists from the point of data exploration for model development to the point of building features, ml pipelines and deploying them in production. You will have an opportunity to work on both batch and real time models. The role also involves operational support.
- Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation
- Write efficient and scalable software to ship products in an iterative, continual-release environment
- Contribute to and promote good software engineering practices across the team and build cloud native software for ML pipelines
- Contribute to and re-use community best practices
- Embody the values and passions that characterize Levi Strauss & Co., with empathy to engage with colleagues from multiple backgrounds
- Besides driving the transformation of Levi's into a data-driven enterprise in general, here are some specific projects you will work on and contribute to:
- Personalized in-session product recommendation engine
- Customer Segmentation
- Automated text summarization and clustering
- Next-Best offer prediction
- Design Micro assortments for Next-Gen stores
- Anomaly detection and Root Cause Analysis
- Unified consumer profile with probabilistic record linkage
- Visual search for similar and complementary products
- University or advanced degree in engineering, computer science, mathematics, or a related field
- 7+ years' experience developing and deploying machine learning systems into production
- Experience working in one of the popular public clouds
- Experience working with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with at least one cloud provider solution (AWS, GCP, Azure) and understanding of serverless code development
- Experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc.
- Previous experience developing predictive models in a production environment, MLOps and model integration into larger scale applications.
- Knowledge of data pipeline and workflow management tools
- Expertise in standard software engineering methodology, e.g. unit testing, test automation, continuous integration, code reviews, design documentation
- Working experience with native ML orchestration systems such as Kubeflow, Step Functions, MLflow, Airflow, TFX...
- Relevant working experience with Docker and Kubernetes is a big plus
We put a lot of thought into our programs to provide you with a benefits package that matters. Whether it is for medical care, taking time off, improving your health or planning for retirement, we've got you covered.
- 401K match: $1.25 for every $1.00 you contribute up to the first 6% of pay you save.
- Five hours of paid volunteer time per month with nonprofit organizations
- Product discount of 50% off regular-price merchandise
- Paid Family Leave
The expected starting salary range for this role is $162,800-$230,000. We may ultimately pay more or less than the posted range based on the location of the role. The amount a particular employee will earn within the salary range will be based on several factors including, but not limited to, relevant education, qualifications, experience, skills, performance and business needs.
Levi Strauss & Co. (LS&Co.) offers a total rewards package that includes competitive pay, incentive plans, and a wide array of benefits designed to help you and your family stay healthy, meet your financial goals, and balance the demands of your work and personal life. Available benefits vary depending upon the specifics of the role; details relating to a specific role will be made available upon request.
Note: No amount of pay is considered to be wages or compensation until such amount is earned, vested, and determinable. The amount and availability of any bonus, benefits or other form of compensation and benefits that are allocable to a particular employee remains in the Company’s sole discretion unless and until paid and may be modified at the Company’s sole discretion, consistent with the law.
EOE M/F/Disability/Vets
LOCATION
San Francisco, CA, USA
FULL TIME/PART TIME
Full time
Current LS&Co Employees, apply via your Workday account.
