Network Engineering, AI Data

As a Network Engineer specializing in AI Data at Meter, you will engage in a variety of tasks, including analyzing training data, writing evaluation examples based on customer experiences, and interacting with network engineers who utilize our products. Your role will also involve creating pipelines for training data and conducting user interviews to understand and simulate user behavior, which contribute to the effectiveness of Meter’s AI models.

Candidates for the Network Engineering, AI Data role at Meter should possess a strong background in networking and IT. Familiarity with AI concepts and experience in data curation are highly advantageous. The ideal candidate will be able to think like an end-user and leverage their networking expertise to enhance our AI models, translating their insights into actionable data.

At Meter, we prioritize the professional development of our employees, offering ample opportunities for learning and growth. In the Network Engineering, AI Data role, you will collaborate with experienced professionals and be involved in innovative projects that shape the future of internet infrastructure. Additionally, our competitive compensation package reflects our commitment to fostering your career progression.

Meter embraces a culture of collaboration, innovation, and continuous improvement. As a Network Engineer in AI Data, you will be part of a talented team that values input and encourages creative problem-solving. Our environment is supportive, and we provide the tools and resources necessary for you to thrive while making impactful contributions to our mission.

Meter offers a comprehensive benefits package that includes medical, dental, and vision insurance, annual memberships to wellness programs, a 401k with traditional and Roth options, flexible time off, and commuter reimbursement. Additionally, you’ll enjoy in-house meal options in our San Francisco office, further enhancing your work-life balance.

In your response, focus on detailing specific projects where you blended networking infrastructure with data analytics or AI initiatives. Highlight any models you have worked on or how your networking expertise enabled better data curation.

A good answer would involve outlining your process for gathering user insights, defining relevant benchmarks, and developing scenarios that accurately represent user behavior, ensuring the data aligns closely with the needs of network engineers.

Emphasize your communication skills and methodologies that facilitate effective teamwork, like regular check-ins, sharing insights, and engaging in joint problem-solving activities to enhance model performance.

Mention a specific problem, your analytical approach to diagnosing it, and the steps you took to implement a solution. Focus on how this experience has shaped your problem-solving skills as it relates to AI data.

List specific tools or programming languages you are proficient in, such as Python, R, or MATLAB, and provide examples of how you've utilized them in previous roles to analyze or visualize data effectiveness.

Discuss your methods for data validation, including the use of benchmarks, comparisons, and iterative feedback from AI outcomes, to maintain high-quality data that drives model accuracy.

Outline your approach, including conducting user interviews, observing user interactions, and creating user personas. Discuss the importance of empathy in understanding the needs and challenges faced by users.

In your answer, emphasize the critical nature of feedback loops in refining AI models and how iterative feedback can help hone accuracy and relevance, thereby aligning models more closely with user expectations.

Provide a specific example where you extracted key user requirements, translated them into data-driven decisions, and how this positively impacted the outcome or product usability.

Express genuine interest in Meter's mission and how your professional goals align with their vision of transforming internet infrastructure into a utility. Mention specific aspects of the role that excite you, such as innovation and collaboration.