Search for Data Scientist roles focusing on ML operations, located remotely or in Orlando, with at least 5 years of experience, required proficiency in Python and familiarity with machine learning platforms like Databricks or Azure ML.

Okay, I've searched for Data Scientist roles focusing on ML operations, remote or in Orlando, requiring at least 5 years of experience, with proficiency in Python and familiarity with platforms like Databricks or Azure ML. I have found 87 positions for you.

Data Scientist

Orlando, FL

5 years + Experience

Python

Databricks

Azure ML

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

Sure. Here's the analysis:

Job Analysis:

The Data Scientist - ML Model Operations role at Hilton Grand Vacations is primarily designed to enhance the company's operational efficiency through the application of machine learning and data analytics. The fundamental purpose of this position involves designing scalable AI solutions that enhance business processes, which suggests a need for the candidate to possess a strong grasp of technical concepts and the ability to align them with practical business applications. Key responsibilities include collaborating with cross-functional teams, which implies that the successful candidate must adeptly manage communication across departments, ensuring that technical solutions meet business needs while also integrating seamlessly with existing company tools like PowerBI. The role requires deep technical abilities in Python and machine learning platforms, as well as a solid understanding of statistics and data analytics, as the candidate will process data and integrate it within operational frameworks. Essential to success here will be the candidate’s capability to think critically about data integrity and model performance and to balance the technical demands of model operations with the strategic needs of various stakeholders. Performance success will likely be evaluated based on the effectiveness of integrated AI solutions and the efficiency gains realized from these innovations over the first year.

Company Analysis:

Hilton Grand Vacations stands as a prominent entity in the vacation ownership industry, integrating hospitality with innovative membership services. As a market leader, the stability it offers is complemented by its commitment to fostering an inclusive and respectful workplace culture, focusing heavily on employee growth and work-life balance. This cultural foundation informs the operational approach of the Data Scientist role, emphasizing collaboration, strategic thinking, and a commitment to enhancing member experiences through technology. The company appears to value innovation, as seen in its focus on technology-driven solutions, which aligns with the expectations for the new Data Scientist. Within the organizational context, this role is likely to work collaboratively across teams, potentially reporting to senior data leadership or project managers, thereby allowing for visibility and influence on strategic decisions. Given Hilton Grand Vacations' drive towards integrating advanced technologies into their operations, the role is strategically aligned to support the company's growth objectives, particularly through effective data utilization and AI innovations. This alignment could offer the Data Scientist opportunities for meaningful contributions, fostering a sense of ownership over impactful projects that support the overall mission of enhancing guest experiences.

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 explain a complex technical concept to a non-technical stakeholder. How did you ensure they understood?
Describe a challenging data problem you solved that required cross-functional collaboration. What role did you play in the process?
Can you provide an example of an ML model you developed? What were the outcomes, and how did you evaluate its performance?
How do you prioritize tasks when managing multiple deadlines in a fast-paced environment?
How would you approach integrating a new ML model with existing business processes at Hilton Grand Vacations?
What strategies do you use to ensure data quality when working with large datasets?
Describe your experience with CI/CD pipelines. How have they improved your capacity to deliver machine learning solutions?
Imagine you are tasked with improving the performance of an existing ML model that is underperforming in production. What steps would you take?
Why are you interested in working at Hilton Grand Vacations specifically?
How does your personal value alignment with Hilton Grand Vacations' mission and culture reflect in your work?
What excites you about the future of AI and machine learning in the hospitality industry?
Based on what you know about our company, what do you believe would be the biggest challenge in this role?
Is there an opportunity for innovation you see within the data practices at Hilton Grand Vacations that you'd want to explore?
What professional development opportunities do you think would best help you succeed in this position?

Job Details

Overview Company

Data Scientist - ML Operations

Hilton Grand Vacations

a month ago

Highlight

RemoteFull-time5+ yearsSenior

Summary

Hilton Grand Vacations is seeking a Data Scientist - ML Model Operations (Remote) to join their team. The role involves designing and developing scalable AI solutions integrated with business processes.

About the Role

As a Data Scientist - ML Model Operations, you will design and develop scalable AI solutions, collaborate with cross-functional teams, integrate analytics with PowerBI tools, and maintain a unified data layer for ML pipelines. You will also handle ad-hoc analysis, support existing analytical processes, develop documentation, prepare presentations, and manage CI/CD pipelines for ML models.

About You

Required:

Strong Python coding skills.
Experience with machine learning platforms (e.g., Databricks, SageMaker, Azure ML).
Proficient in machine learning libraries (e.g., scikit-learn, TensorFlow, Keras, XGBoost).
Advanced knowledge of statistics and tools for data analysis (e.g., numpy, pandas, Matplotlib).
Advanced proficiency in SQL for data extraction, transformation, and analysis.
Experience in designing and documenting machine learning architectures.
Proficiency in using Databricks Asset Bundles, Terraform, and Azure DevOps (ADO).
Familiarity with MLflow for experiment tracking and model management.
Proven ability to communicate technical business requirements to non-technical end users.
Strong organizational skills and the ability to prioritize and meet multiple deadlines.

Preferred:

5+ years of prior ML Operations and/or Data Science experience.
Experience with PowerBI development.
Experience with Generative AI (GenAI) models and their APIs, such as GPT, Claude, and Gemini.
Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and their ML services.
Knowledge of data governance and compliance best practices.

Benefits

Excellent health care options (medical, dental, and vision) starting on day 1.
Outstanding Paid Time Off (PTO).
Automatic enrollment in the HGV Retirement Savings Plan.
Go Hilton Team Member Travel Program with discounted rates and 50% off at participating hotel-operated restaurants.

Hilton Grand Vacations

Hilton Grand Vacations is a global leader in vacation ownership, developing, marketing and operating a portfolio of high-quality, shared-ownership properties in highly desired vacation destinations. Our company also manages and operates innovative club membership programs providing exclusive exchange, leisure travel, and reservation services for our Members. At Hilton Grand Vacations, our culture of hospitality extends to our more than 10,000 Team Members who collectively play an important role in delivering exceptional service, quality accommodations, and memorable travel experiences. That’s why we’ve created a workplace that supports growth, opportunity, work-life balance, and respect throughout our Club affiliated properties, sales centers, and corporate offices around the globe.

Orlando, FL