Sr Machine Learning Engineer - Marketing and Corporate Systems (ML Ops)

Target Brands, Inc.

$98K — $176K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • 4-year degree in Quantitative disciplines or equivalent experience
  • MS in Computer Science, Applied Mathematics, Statistics, Physics, or equivalent work/industry experience
  • 3+ years in Machine Learning application development including data pipelining, model optimization, deployment, and API design
  • Experience deploying Machine Learning algorithms in production environments
  • Highly proficient in Python
  • Familiarity with ML frameworks (PyTorch, TensorFlow, xgboost, sklearn, ONNX)
  • Experience with cloud ML services (GCP Vertex AI, Azure ML, Sagemaker)

Responsibilities

  • Collaborate with cross-functional partners to define strategies for personalized marketing offers
  • Design, implement, and optimize machine learning solutions in production
  • Conduct training sessions and present work to various stakeholders
  • Build maintainable and well-tested codebases with documentation
  • Translate business requirements into machine learning solutions at scale
  • Create and maintain CI/CD pipelines for model deployment and testing
  • Leverage knowledge of business priorities to build effective technical solutions

Benefits

  • Comprehensive health benefits including medical, vision, dental, and life insurance
  • 401(k) with company match
  • Employee discount program
  • Paid sick leave and vacation
  • Paid national holidays
  • Short term and long term disability assistance
Full Job Description
The pay range is $98,000.00 - $176,000.00

Pay is based on several factors which vary based on position. These include labor markets and in some instances may include education, work experience and certifications. In addition to your pay, Target cares about and invests in you as a team member, so that you can take care of yourself and your family. Target offers eligible team members and their dependents comprehensive health benefits and programs, which may include medical, vision, dental, life insurance and more, to help you and your family take care of your whole selves. Other benefits for eligible team members include 401(k), employee discount, short term disability, long term disability, paid sick leave, paid national holidays, and paid vacation. Find competitive benefits from financial and education to well-being and beyond at .

JOIN TARGET AS A SR AI/ML ENGINEER - MARKETING TECH

As a Sr AI/ML Engineer, you will join a Data Sciences team responsible for implementing solutions that create and maintain audiences for highly personalized offers to our Guests.  You will collaborate with cross-functional partners in product, engineering, marketing, and analytics to define strategy, lead experimentation, and ensure that personalization drives measurable impact for our guests and business.

You will play crucial role in designing, implementing, and optimizing the machine learning solutions in production. We will also expect you to understand best-practice software design, participate in code reviews, create a maintainable and well-tested codebase with relevant documentation. At an organizational level, you will conduct training sessions, present work to technical and non-technical peers/leaders, build knowledge on business priorities/strategic goals and leverage this knowledge while building requirements and solutions for each business need.

Core responsibilities of this job are articulated within this job description. Job duties may change at any time due to business needs.

About you: 

  • 4-year degree in Quantitative disciplines (Science, Technology, Engineering, Mathematics) or equivalent experience
  • MS in Computer Science, Applied Mathematics, Statistics, Physics or equivalent work or industry experience
  • 3 plus years' of experience in end-to-end Machine Learning application development including data pipelining, model optimization, deployment, and API design
  • Experience deploying Machine Learning algorithms into production environments
  • Highly proficient programming in Python
  • Experience with ML frameworks such as Pytorch, TensorFlow, xgboost, sklearn and ONNX
  • Extensive experience with one or more cloud ML service such as GCP Vertex AI, Azure ML or Sagemaker
  • Experience using distributed training frameworks like Spark, Ray, TensorFlow Distributed
  • Experience with serving frameworks such as TorchServe/TensorFlow or Serving/FastAPI
  • Good understanding of Big Data tech, specifically Hadoop ecosystem – Spark, Kafka, Hive, etc.
  • Experience creating and maintaining CI/CD pipelines for automated model deployment and testing
  • Work in partnership with applied data scientists, software engineers and product managers to understand the business requirements - translate to machine learning solutions at scale
  • Excellent communication skills with the ability to clearly tell data driven stories through appropriate visualizations, graphs, and narratives
  • Self-driven and results oriented - able to meet tight timelines
  • ]Motivated, team player with ability to collaborate effectively across global team
  • Excellent communication skills with the ability to clearly tell data driven stories through appropriate visualizations, graphs, and narratives

This position will operate as a Hybrid/Flex for Your Day work arrangement based on Target’s needs. A Hybrid/Flex for Your Day work arrangement means the team member’s core role will need to be performedboth onsite at the Target HQ MN location the role is assigned to and virtually, depending upon what your role, team and tasks require for that day. Work duties cannot be performed outside of the country of the primary work location, unless otherwise prescribed by Target. Click here if you are curious to learn more about Minnesota.

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