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About the Role

The Sr, Machine Learning Engineer will play a critical role in the design, development, and deployment of sophisticated machine learning models and solutions within Petco Data Science. This role requires expertise in machine learning, a proven track record of successful project implementations, and collaboration with cross-functional teams to drive innovation and contribute to the strategic vision of the organization.

Responsibilities

Oversee end-to-end design, development, and optimization of complex machine learning models and algorithms.
Apply advanced techniques and methodologies to solve challenging business problems.
Stay at the forefront of machine learning research and emerging technologies.
Conduct research initiatives, experimenting with cutting-edge techniques to drive innovation.
Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to integrate machine learning solutions into complex systems.
Work closely with stakeholders to understand business requirements and translate them into actionable machine learning projects.
Provide mentorship and guidance to junior machine learning engineers.
Conduct training sessions to share knowledge and best practices within the team.
Design and develop end-to-end machine learning pipelines, emphasizing scalability, reliability, and performance.
Implement MLOps best practices for dynamic model training, testing, deploying and monitoring.
Stay up-to-date with the latest advancements in ML engineering, generative AI, cloud computing and related technologies.
Maintain comprehensive documentation of models, algorithms, and methodologies.
Foster a culture of knowledge sharing and contribute to internal knowledge repositories.
Identify opportunities for process improvement and contribute to the enhancement of machine learning workflows and methodologies.

Requirements

Master’s or Ph.D. in Computer Science, Data Science, Machine Learning, or a related field.
Extensive experience (5+ years) in developing and deploying machine learning models in complex, real-world applications.
Profound understanding of machine learning algorithms, deep learning, and statistical modeling.
Advanced programming skills in languages such as Python, Java, or R.
Expertise in machine learning frameworks (e.g., TensorFlow, PyTorch) and related libraries.
Demonstrated leadership and mentorship capabilities.
Excellent problem-solving, analytical, and communication skills.
Proven ability to lead and execute machine learning projects from conception to deployment.
Experience with cloud computing platforms (e.g., AWS, Azure, Google Cloud).
Familiarity with big data technologies and distributed computing.
Knowledge of containerization and orchestration tools (e.g., Docker, Kubernetes).
Strong understanding of software development practices and methodologies.

Skills

Machine Learning
Data Science
Python
Java
R
TensorFlow
PyTorch
AWS
Azure
Google Cloud
Docker
Kubernetes
Generative AI
Cloud Computing

Location

Remote

Work Type

Full-time

Experience Level

Senior
5+ years

Education Level

Master's Degree
Ph.D.

Salary/Compensations

$137,100.00 - $227,000.00 / year

Benefits

Health benefits
Financial benefits
401K
Incentives
PTO

About the Company

We’re proud to be "where the pets go" to find everything they need to live their best lives for more than 60 years — from their favorite meals and toys, to trusted supplies and expert support from people who get it, because we live it.
We believe in the universal truths of pet parenthood — the boundless boops, missing slippers, late night zoomies and everything in between.
We are 29,000+ strong and together we nurture the pet-human bond in more than 1,500 Petco stores across the U.S., Mexico and Puerto Rico, 250+ Vetco Total Care hospitals, hundreds of preventive care clinics and eight distribution centers.
In 1999, we founded Petco Love. Together, we support thousands of local animal welfare groups nationwide and have helped find homes for approximately 7 million animals through in-store adoption events.

Equal Opportunity

Qualified applications with arrest or conviction records will be considered for employment in accordance with the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act.
Petco Animal Supplies, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, age, protected veteran status, or any other protected classification.