Search for Machine Learning Engineer roles in Greenville, NC. I have 8 years of experience, need full-time positions, and I'm familiar with Python and Azure.

Okay, I've searched for Machine Learning Engineer roles in Greenville, NC, requiring 8 years of experience, specifically for full-time positions, and involving skills in Python and Azure. I found 25 positions matching these criteria.

Machine Learning Engineer

Greenville, NC

8 years + Experience

Full Time

Python

Azure

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

Sure. Here's the analysis:

Job Analysis:

The Machine Learning Engineer at ECU Health is fundamentally tasked with developing, deploying, and optimizing machine learning models to address specific business and clinical challenges within healthcare. This role entails working in a collaborative and multidisciplinary environment, encompassing interactions with data engineers, data scientists, and various stakeholders. Key responsibilities include designing scalable ML pipelines, preparing and preprocessing large datasets, and ensuring the ethical implementation of AI practices. Success in this position will be measured by the engineer's ability to translate complex datasets into actionable insights effectively and efficiently. Challenges may arise in navigating the ambiguity of healthcare data and ensuring the integration of machine learning solutions into existing workflows. Over the first 6-12 months, success is likely to be demonstrated by the engineer's ability to deliver tangible ML solutions that enhance patient care and operational efficiency while maintaining a strong focus on responsible AI standards.

Company Analysis:

ECU Health operates within the healthcare sector as a mission-driven, not-for-profit organization with a significant focus on patient care for over 1.4 million residents in eastern North Carolina. The company positions itself as a leader in the academic health care system, emphasizing education and research in its mission. This focus on community-oriented healthcare and innovation suggests a collaborative and impactful culture, potentially favoring employees who value shared goals and ethical practices. The Machine Learning Engineer will likely function as a pivotal player within a larger team, working closely with leadership and stakeholders to innovate solutions that align with ECU Health's commitment to excellence in healthcare. Given the organization's proactive approach to advancements in technology and patient care, this role is strategically important in enhancing operational efficiencies and strengthening their competitive position in the rapidly evolving landscape of healthcare.

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 communicate complex data insights to a non-technical audience. How did you ensure they understood?
Describe a project where you faced a significant challenge while deploying a machine learning model. How did you overcome it?
Can you share an experience where you had to work collaboratively with cross-functional teams to implement a technical solution?
What steps would you take to ensure ethical AI practices in your machine learning projects?
How would you approach designing a scalable ML pipeline using Apache Spark for a new healthcare application?
Could you illustrate your process for preparing and preprocessing data for model training? What tools do you prefer?
What is your comfort level with using tools like PyTorch or TensorFlow? Can you provide an example of a project where you applied one of these frameworks?
Imagine you are tasked with optimizing an existing ML model that is underperforming in production. What approaches would you take?
Why are you interested in working at ECU Health specifically, and how do their mission and values resonate with your career goals?
What aspects of ECU Health's approach to patient care align with your professional values and practices?
How do you plan to stay updated on advancements in cloud-based technologies for machine learning?
What questions do you have about the team's current projects or the technologies being used at ECU Health?
Can you describe how you prioritize tasks when managing multiple machine learning projects simultaneously?
What role do you think data ethics should play in healthcare AI solutions?

Job Details

Overview Company

Machine Learning Engineer

ECU Health

11 days ago

Highlight

RemoteFull-time8+ yearsSenior

Summary

ECU Health is seeking a Machine Learning Engineer to join their team remotely in Greenville, NC. The role involves developing, deploying, and optimizing machine learning models to address business and clinical challenges using cloud-based platforms like Microsoft Azure.

About the Role

As a Machine Learning Engineer, you will develop and implement machine learning models using frameworks like PyTorch, TensorFlow, and scikit-learn. You will design and optimize scalable ML pipelines using distributed computing frameworks like Apache Spark. Your responsibilities include data preparation, model training, deployment, and monitoring, with a focus on ethical AI practices. You will collaborate with data engineers, data scientists, and stakeholders to integrate ML solutions with unified data platforms like Microsoft Fabric.

About You

Required:

Bachelor's degree or higher in computer science, data science, engineering, mathematics, or a related field, or equivalent practical experience.
8 years of relevant work experience.
Basic proficiency in Python for data analysis and model development.
Foundational understanding of machine learning concepts.
Experience with data manipulation and analysis using Python libraries like pandas or NumPy.
Familiarity with any cloud platform (e.g., Microsoft Azure, AWS, or Google Cloud).
Strong analytical skills and enthusiasm for tackling complex problems.
Ability to work effectively in a team with clear communication skills.
Eagerness to learn and adapt to new tools, frameworks, and platforms.
Basic understanding of ethical considerations in AI.

Preferred:

2 years of experience in a relevant role demonstrating responsible AI Awareness.
Familiarity with SQL for data querying.
Exposure to large datasets or distributed computing (e.g., Spark).
Comfort using development environments like Jupyter Notebooks or Visual Studio Code.

ECU Health

We come to work every day in order to help you and the 1.4 million people like you across eastern North Carolina. In the face of a rapidly changing health care landscape — increasing competition, advancing technologies and a host of other external pressures — many health care systems lose sight of what’s important. Not ECU Health. Even as we grow, we know that progress isn’t just about moving forward. It’s about how we move forward. That’s why we’ve always been, and always will be, a mission-driven health care system. Our mission, vision and values continue to lead us on a voyage to excellence. Because the people we take care of — our neighbors, friends and family — deserve the best.

Greenville, NC