Principle ML Engineer Vertex AI GCP Kubeflow CICD Python BigData Jobs in Elite Mente LLC in Any - USA

Principle ML Engineer Vertex AI GCP Kubeflow CICD Python BigData

Elite Mente LLC

Posted on : 09-06-2024

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Job Location

USA

Monthly Salary

Not Disclosed

Salary Not Disclosed

Posted on : 09-06-2024

Job Description

Position: Principle ML Engineer (Vertex AI GCP Kubeflow CI/CD Python BigData)

Location: 100% Remote (EST)

Duration: 12 Months Contract

Interview: Video

Must Have: Strong ML RAG LLM GenAI Vertex AI GCP Kubeflow CI/CD Python BigData

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 instore portals and the Levis mobile app

Implement endtoend 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 s 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 continualrelease environment

Contribute to and promote good software engineering practices across the team and build cloud native software for ML pipelines

Contribute to and reuse community best practices

Embody the values and passions that characterize Levi Strauss & Co. with empathy to engage with colleagues from multiple backgrounds

Example Projects:

Besides driving the transformation of Levis into a datadriven enterprise in general here are some specific projects you will work on and contribute to: Personalized insession product recommendation engine

Customer Segmentation

Automated text summarization and clustering

NextBest offer prediction

Design Micro assortments for NextGen stores

Anomaly detection and Root Cause Analysis

Unified consumer profile with probabilistic record linkage

Visual search for similar and complementary products

About You:

University or advanced degree in engineering computer science mathematics or a related field
7 years experience developing and deploying machine learning systems into production and independent contributor.
Comfortable with Python ecosystem Visual Studio Code Jupyter Notebook.
Experience working with big data tools: Hadoop Spark Kafka etc.
Experience with at least one cloud provider solution (AWS GCP) and understanding of serverless code development (GCP preferred)
Experience with objectoriented/object function scripting languages: Python Java C Scala etc. (Python preferred)
CI/CD expert. And can work on GitHub actions harness Jenkins
Can work with Google Big Query or similar warehouse.
Work on Kubeflow pipelines independently and propose standards.
Knowledge of Feature Engineering Feature Store and audit capabilities.
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

Employment Type

Remote

Company Industry

Key Skills

Enterprise Software
SAP Warehouse Management
AWS
Solution Architecture
SAP EWM
SAP Finance & Controlling
SAP Supply Chain Management
SAP S/4HANA
Enterprise Sales
Pre-sales
Management Consulting
Oracle

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About Company

Elite Mente LLC

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Principle ML Engineer Vertex AI GCP Kubeflow CICD Python BigData

Elite Mente LLC

Job Description

Employment Type

Company Industry

Key Skills

About Company

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