Search for Lead Engineer roles in machine learning in Johns Creek, GA, focusing on full-time positions, with at least 5 years of experience, requiring skills in Python and cloud technologies, preferably with experience in GCP or AWS.

Okay, I've searched for Lead Engineer roles in machine learning located in Johns Creek, GA, for full-time positions, that require at least 5 years of experience and expertise in Python and cloud technologies like GCP or AWS. I have found 27 positions for you.

Lead Engineer

Johns Creek, GA

Full Time

5 years + Experience

Python

GCP

AWS

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Lead Machine Learning Engineer role at Macy's is fundamentally about bridging the gap between innovative machine learning model development and the reliable deployment of these models into production. This role requires a deep understanding of the entire lifecycle of ML models, from collaboration with data scientists and engineers to automating ML pipelines and ensuring system stability. Key responsibilities will involve optimizing model endpoints for distributed environments and managing cloud infrastructure across platforms like GCP, AWS, and Azure. From a skills perspective, candidates must possess not only technical prowess in machine learning tools and programming languages but also strong soft skills to lead teams and communicate effectively with stakeholders. Importantly, this role expects the candidate to adopt a consultative mindset, aligning technical solutions with business objectives to truly drive organizational impact. Success in this role within the first year may be measured by the candidate's ability to enhance ML model performance, contribute to continuous improvement efforts, and cultivate strong relationships across cross-functional teams, setting the stage for innovative problem-solving and further advancements in machine learning initiatives.

Company Analysis:

Macy's holds a prominent position in the retail industry as a longstanding iconic brand dedicated to delivering quality fashion and creating memorable experiences for its customers. Their positioning as a cultural staple with over 160 years of history suggests that the company values innovation and tradition in equal measure, fostering an environment ripe for creative solutions in the rapidly evolving retail landscape. The company culture appears to emphasize community involvement, diversity, and personal connection, suggesting that collaboration and empathetic leadership will be vital for anyone succeeding in the Lead Machine Learning Engineer role. Given the nature of the job, this role is pivotal within a larger tech and data team, likely providing significant visibility to leadership as the company continues to leverage technology for operational excellence. Furthermore, by aligning with Macy's commitment to innovation and creating memorable consumer experiences, this role acts as a strategic driver in positioning Macy’s to enhance its technological capabilities and adapt to changing market dynamics.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Tell me about a time when you had to lead a project involving cross-functional teams. What challenges did you face, and how did you overcome them?
Describe a situation where you had to troubleshoot a machine learning model. What steps did you take, and what was the outcome?
Can you share an experience where you influenced your team or stakeholders to adopt a new technology or process?
Discuss a time when you had to communicate complex technical information to a non-technical audience. How did you ensure they understood?
How would you approach building and optimizing an ML pipeline from scratch for a retail application?
What strategies would you employ to maintain cloud infrastructure for ML workloads effectively?
Explain how you would ensure model governance in your projects. What practices do you recommend?
Imagine you are faced with a significant data inconsistency issue during model training. How would you handle it?
If a key stakeholder disagrees with your proposed machine learning solution, how would you approach the discussion?
Why are you interested in working at Macy's specifically, and how do your personal values align with our company mission?
What excites you most about the evolution of machine learning in the retail industry?
How do you prioritize multiple projects while ensuring timely delivery and high-quality outcomes?
Can you give an example of a recent technical challenge you encountered and how you approached solving it?
What do you think is the most critical element for successful collaboration in a team setting?
What are your thoughts on the future of retail technology, and how do you see yourself contributing to it at Macy's?
What questions do you have about Macy's approach to using machine learning in enhancing customer experiences?

Job Details

Overview Company

Lead Machine Learning Engineer

Macy's

6 days ago

Highlight

OnsiteFull-time5+ yearsSenior

Summary

Macy's is seeking a Lead Engineer - Machine Learning to join their team in Johns Creek, GA. The role involves overseeing the entire lifecycle of machine learning models and collaborating with cross-functional teams to bridge the gap between experimental model development and reliable production systems.

About the Role

As a Lead Machine Learning Engineer, you will be responsible for automating ML pipelines, optimizing model training and serving, ensuring model governance, and maintaining the stability of deployed systems. You will work with Data Science Leadership and Stakeholders to understand business objectives, lead junior colleagues, build and optimize ML pipelines, develop low-latency model endpoints, maintain cloud infrastructure, troubleshoot ML systems, and drive continuous improvement efforts.

About You

Required:

5+ years of industry experience working with machine learning tools and technologies.
Familiarity with agile development frameworks and collaboration tools (e.g., JIRA, Confluence).
Experience using Tensorflow, PyTorch, scikit-learn, Kubeflow, pandas, and numpy.
Expertise in data engineering, object-oriented programming, and familiarity with microservices and cloud technologies.

Preferred:

Experience with frameworks like Ray, Dask.
An ongoing learner who seeks out emerging technology and can influence others to think innovatively.
Gets energized by fast-paced environments and capable of supporting multiple projects.

Benefits

401(k)
Disability insurance
Merchandise discounts
Performance-based incentives
Annual merit review
Employee Assistance Program with mental health counseling and legal/financial advice
Tuition reimbursement
Comprehensive health and wellness coverage
Paid time off and eight paid holidays

Macy's

Macy's is America’s store for life. The largest retail brand of Macy's, Inc. (NYSE:M) delivers quality fashion at affordable prices to customers at approximately 640 locations in 43 states, the District of Columbia, Puerto Rico, and Guam, as well as to customers in more than 100 international destinations through leading e-commerce site macys.com. Macy's inspires fashion exploration and discovery through the most desired family of exclusive brands for her, for him, for the home, and via our dynamic mobile and social platforms. We know the power of celebration, demonstrated through decades of memorable experiences created during Macy's 4th of July Fireworks® and Macy's Thanksgiving Day Parade®, as well as spectacular fashion shows, culinary events, flower shows, and celebrity appearances. Macy's flagship stores – including New York City’s Herald Square – are internationally renowned and preeminent destinations for tourists. With the collective support of our customers and employees, Macy's builds community and helps make a difference in every market we serve, supporting local and national charities by giving nearly $50 million each year, plus 146,000 hours of volunteer service. For more than 160 years, Macy’s has, and continues to, make life shine brighter for our customers, colleagues, and communities.

Johns Creek, GA