Lead Machine Learning Engineer - Recommendations and Personalization at Target
Brooklyn Park, MN 55445
About the Job
The pay range is $126,600.00 - $227,900.00Pay 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 LEAD MACHINE LEARNING ENGINEERAbout Us:As a Fortune 50 company with more than 350,000 team members worldwide, Target is an iconic brand and one of America's leading retailers
Working at Target means the opportunity to help all families discover the joy of everyday life
Caring for our communities is woven into who we are, and we invest in the places we collectively live, work and play
We prioritize relationships, develop talent by creating growth opportunities and succeed as one Target team
At our core, our purpose is ingrained in who we are, what we value and how we work
It’s how we care, grow, and win together
Every time a guest enters a Target store or browses Target.com, they experience the impact of Target’s investments in technology and innovation
We’re the technologists behind one of the most loved retail brands, delivering joy to millions of our guests, team members, and communities
Join our global in-house Tech and Data Sciences team of more than 5,000 software engineers, applied data scientists, ML engineers and product managers striving to make Target the most convenient, safe and joyful place to shop
We use agile practices and leverage open-source software to adapt and build best-in-class technology for our team members and guests
We do so with a focus on diversity and inclusion, experimentation and continuous learning.As Lead Machine Learning Engineer, you will join a Data Sciences team responsible for creating personalized recommendations on Target.com and the Target App. You will play a crucial role in designing, implementing, and optimizing production machine learning solutions
We will also expect you to understand best practice software design, participate in code reviews, and create a maintainable 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 experienceMS in Computer Science, Applied Mathematics, Statistics, Physics or equivalent work or industry experience5 plus years' experience in end-to-end Machine Learning application development, including data pipelining, model optimization, deployment, and API designHighly proficient programming in Python and either PySpark or ScalaExperience with ML frameworks such as PyTorch, TensorFlow, XGBoost, sklearn, and ONNXExperience with one or more cloud ML services such as Vertex AI/Azure ML/SagemakerExperience using distributed training frameworks like Spark/Ray/TensorFlow DistributedExperience with serving frameworks such as TorchServe/TensorFlow Serving/FastAPIGood understanding of Big Data tech, specifically Hadoop, Kafka, SparkExperience creating and maintaining CI/CD pipelines for automated model deployment and testingWork in partnership with data scientists, software engineers and product managers to understand the business requirements and translate to machine learning solutions at scaleExcellent communication skills with the ability to clearly tell data driven stories through appropriate visualizations, graphs, and narrativesSelf-driven and results oriented; able to meet tight timelinesMotivated, team player with ability to collaborate effectively across global teamExperience in mentoring the junior team members ML skillset and career developmentBonus Points:PhD in Computer Science, Applied Mathematics, Statistics, Physics or related quantitative fieldProficiency in JavaThis 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.Americans with Disabilities Act (ADA)In compliance with state and federal laws, Target will make reasonable accommodations for applicants with disabilities
If a reasonable accommodation is needed to participate in the job application or interview process, please reach out to
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 LEAD MACHINE LEARNING ENGINEERAbout Us:As a Fortune 50 company with more than 350,000 team members worldwide, Target is an iconic brand and one of America's leading retailers
Working at Target means the opportunity to help all families discover the joy of everyday life
Caring for our communities is woven into who we are, and we invest in the places we collectively live, work and play
We prioritize relationships, develop talent by creating growth opportunities and succeed as one Target team
At our core, our purpose is ingrained in who we are, what we value and how we work
It’s how we care, grow, and win together
Every time a guest enters a Target store or browses Target.com, they experience the impact of Target’s investments in technology and innovation
We’re the technologists behind one of the most loved retail brands, delivering joy to millions of our guests, team members, and communities
Join our global in-house Tech and Data Sciences team of more than 5,000 software engineers, applied data scientists, ML engineers and product managers striving to make Target the most convenient, safe and joyful place to shop
We use agile practices and leverage open-source software to adapt and build best-in-class technology for our team members and guests
We do so with a focus on diversity and inclusion, experimentation and continuous learning.As Lead Machine Learning Engineer, you will join a Data Sciences team responsible for creating personalized recommendations on Target.com and the Target App. You will play a crucial role in designing, implementing, and optimizing production machine learning solutions
We will also expect you to understand best practice software design, participate in code reviews, and create a maintainable 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 experienceMS in Computer Science, Applied Mathematics, Statistics, Physics or equivalent work or industry experience5 plus years' experience in end-to-end Machine Learning application development, including data pipelining, model optimization, deployment, and API designHighly proficient programming in Python and either PySpark or ScalaExperience with ML frameworks such as PyTorch, TensorFlow, XGBoost, sklearn, and ONNXExperience with one or more cloud ML services such as Vertex AI/Azure ML/SagemakerExperience using distributed training frameworks like Spark/Ray/TensorFlow DistributedExperience with serving frameworks such as TorchServe/TensorFlow Serving/FastAPIGood understanding of Big Data tech, specifically Hadoop, Kafka, SparkExperience creating and maintaining CI/CD pipelines for automated model deployment and testingWork in partnership with data scientists, software engineers and product managers to understand the business requirements and translate to machine learning solutions at scaleExcellent communication skills with the ability to clearly tell data driven stories through appropriate visualizations, graphs, and narrativesSelf-driven and results oriented; able to meet tight timelinesMotivated, team player with ability to collaborate effectively across global teamExperience in mentoring the junior team members ML skillset and career developmentBonus Points:PhD in Computer Science, Applied Mathematics, Statistics, Physics or related quantitative fieldProficiency in JavaThis 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.Americans with Disabilities Act (ADA)In compliance with state and federal laws, Target will make reasonable accommodations for applicants with disabilities
If a reasonable accommodation is needed to participate in the job application or interview process, please reach out to
candidate.accommodations@HRHelp.Target.com.Application
deadline is : 11/14/2024SummaryLocation: 7000 Target Pkwy N,NCD-0375 Brooklyn Park,MN 55445Type: Full time 