Search for Senior Data Engineer roles focusing on Machine Learning in Fort Lauderdale, with at least 5 years of experience, primarily in the eCommerce industry, offering remote work options, and requiring strong Python skills.

Okay, I've searched for Senior Data Engineer roles focusing on Machine Learning in Fort Lauderdale. I found positions that require at least 5 years of experience, specifically in the eCommerce industry, with remote work options available, and emphasizing strong Python skills. There are 72 positions matching your criteria.

Senior Data Engineer

Fort Lauderdale, FL

5 years + Experience

eCommerce

Remote

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

Sure. Here's the analysis:

Job Analysis:

The Senior Data Engineer - Machine Learning role at Coldwater Creek primarily aims to enhance the organization’s enterprise data architecture and build robust AI/ML solutions that propel business intelligence and predictive analytics. This entails a hands-on approach to designing, developing, and deploying scalable machine learning models and data pipelines, leveraging key technologies such as Azure and Databricks. Candidates will face challenges related to data governance, quality, and security, requiring them to ensure that these elements are systematically integrated into the architecture. Successful candidates will need to demonstrate the ability to translate complex business problems into actionable data solutions, facilitating collaboration between technical teams and business stakeholders. The expectation is not just to execute technical solutions but also to mentor fellow engineers and foster an AI-driven culture, signaling the importance of leadership alongside technical prowess.

Company Analysis:

Coldwater Creek operates in the competitive omnichannel retail space, focusing on women’s fashion that caters to a diverse market at various life stages. The company positions itself as a brand that values both its customers and employees, prioritizing exceptional customer service and a supportive internal environment. This culture likely emphasizes collaboration, innovation, and a commitment to personal and professional growth, making it essential for the Senior Data Engineer to align with these values. The role integrates into a broader team framework, reporting directly to the VP of Data Architecture, yet requiring cross-functional collaboration. Given the company’s focus on leveraging data for enhanced customer experiences, this role not only supports strategic growth but also plays a crucial part in transitioning the company toward advanced AI and machine learning capabilities, thereby enhancing the brand’s functionality in an ever-evolving market.

Mock up some interview questions based on the job description.

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

Describe a time when you successfully deployed a machine learning model into production. What challenges did you face, and how did you overcome them?
Can you explain the steps you would take to design a scalable data architecture for an eCommerce platform?
Tell me about a situation where you had to work closely with non-technical stakeholders to translate a business problem into a data-driven solution. How did you ensure their needs were met?
How do you prioritize tasks and projects when working in a fast-paced environment with tight deadlines?
What programming methodologies do you find most effective for building reusable MLOps pipelines? Can you provide examples of tools you've used?
How do you approach troubleshooting issues in a data pipeline after deployment?
Imagine you are tasked with integrating a new machine learning tool into your existing architecture. What factors would you consider, and how would you evaluate its effectiveness?
If you discovered a data quality issue that was affecting your machine learning model, how would you address it?
Why are you interested in working at Coldwater Creek specifically, and how do you identify with our mission to empower women?
What do you believe is the biggest challenge facing omnichannel retailers in utilizing machine learning, and how can addressing this challenge add value to our company?
How do your values align with our company's commitment to customer service and employee development?
What questions do you have about our current data architecture and the role the Data Engineering team plays in it?
Can you describe any experiences you've had mentoring junior engineers or team members?

Job Details

Overview Company

Senior Data Engineer

Coldwater Creek

2 days ago

Highlight

HybridFull-time5+ yearsSenior

Summary

Coldwater Creek is seeking a Senior Data Engineer - Machine Learning to join their team in Fort Lauderdale, FL. The role involves developing enterprise Data Architecture and AI/ML solutions to enhance business intelligence and predictive analytics.

About the Role

As a Senior Data Engineer - Machine Learning, you will support, maintain, and build the enterprise data architecture, ensuring data governance, quality, and security. You will contribute to architecture decisions, develop machine learning models, build MLOps pipelines, and drive the technical roadmap for AI Foundry platforms. You will also mentor engineers and evaluate cutting-edge ML tools.

About You

Required:

5+ years of experience in data science roles, with at least 3 years in a senior or lead engineering capacity.
Proven experience deploying ML models into production in cloud environments (Azure preferred).
Deep understanding of design patterns, regression modeling, data modeling, and real-time processing.
Strong programming skills in Python and experience with ML libraries such as TensorFlow, PyTorch, scikit-learn.
Familiarity with MLOps platforms such as Azure ML, MLflow, Kubeflow, or Databricks.
Bachelor’s or master’s degree in computer science, Engineering, or related field.
Must be able to read, write, and speak English fluently.

Preferred:

Experience with eCommerce or Supply Chain.

Benefits

Medical, dental, and vision insurance on the first of the month following start date.
Competitive salaries.
Hybrid- remote/in-office work model.
401(k) Retirement Plan Match.
Employee discounts.
Generous PTO, paid holidays, and sick time off.

Coldwater Creek

At Coldwater Creek, we believe that every woman – at every stage – should look and feel her very best. Like her, our brand is rich with spirit and promise. We are committed to bringing her unique and extraordinary styles that fit her life to be her best self.

And we feel the same way about our team. At Coldwater Creek, we have many exciting and rewarding career opportunities at all levels. Headquartered in Fort Lauderdale, FL, we are an omnichannel retailer serving customers online and through our catalogs. Together with our associates, we continue building on our rich history and outstanding customer service.

Fort Lauderdale, FL