Okay, I've searched for Reports Engineer and Data Scientist positions in McLean, VA requiring an active TS/SCI clearance, within the tech or data science industries, and with a salary expectation starting at $90,000. I found 45 positions that match your criteria.

Sure. Here's the analysis:

Job Analysis:

The role of Reports Engineer/Fledgling Data Scientist at Praxis Engineering is fundamentally centered on optimizing a complex high-performance computing infrastructure to inform key decision-making through data insights. The primary responsibility involves pulling, grooming, and visualizing data from various systems to analyze user interactions with the platform, which is crucial for understanding system performance and guiding future enhancements. Such tasks not only demand solid programming skills—particularly in Python and JavaScript—but also a sound grasp of data science methodologies to create effective visual reports and dashboards tailored for management. The role presents challenges such as navigating a fast-paced environment, understanding users' needs, and evolving technical requirements, all integral to success in this innovative setting. Candidates must demonstrate the ability to manage multiple priorities while cultivating a curiosity for emerging technologies, hinting at the expectation for a proactive problem-solver and a collaborative team member. Success in this role would be evidenced by effective communication of system performance insights, positively influencing investment decisions, and adapting to and anticipating the needs of mission partners as technology and operational demands evolve.

Company Analysis:

Praxis Engineering occupies a critical niche within the consulting and solutions sector, focusing on advanced computing capabilities that serve government clients in scientific, data science, and AI/ML domains. Given its emphasis on high-performance computing, the company is positioned as a reliable partner for mission-critical initiatives—indicative of its role as a trusted contractor in a specialized field. The culture at Praxis appears to be fast-paced and driven by technological innovation, requiring employees to be adaptable and responsive to rapid changes in project scope or user requirements. This suggests an environment where continuous learning and collaboration are valued, as team members engage in a collective effort to refine and enhance the capabilities provided to clients. The Reports Engineer/Fledgling Data Scientist role will likely work closely with cross-functional teams, including system administrators and data scientists, thus highlighting the importance of interdepartmental communication and teamwork. As this role supports high-stakes government projects, success will be linked to the ability to align with the larger organizational goals of delivering exceptional value through innovative technological solutions, mirroring the company's mission to elevate client success through state-of-the-art engineering.

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

• Tell me about a time when you had to manage tight deadlines on multiple projects. How did you prioritize your work?
• Describe a challenging data visualization project you worked on. What software tools did you use and what was the outcome?
• Can you provide an example of a complex technical problem you solved as part of a team? How did your contributions facilitate a solution?
• How do you approach learning new technologies or tools in your field? Can you give an example?
• How would you go about gathering requirements from users for a new dashboard or report?
• What experience do you have with API integrations and ETL processes? Can you walk me through a relevant project?
• Imagine you need to visualize system performance data that users find difficult to understand. How would you approach creating a user-friendly dashboard?
• Suppose the infrastructure you're working on shows inconsistent performance metrics. What steps would you take to investigate and address this issue?
• Why are you interested in working at Praxis Engineering specifically?
• How do your personal values align with the mission and goals of our company?
• What excites you about the future of high-performance computing and its applications?
• What questions do you have about the team's structure or how this role collaborates with other departments?
• Can you share your thoughts on how the integration of AI and ML could impact data analysis in the HPC space?
• How could you contribute to developing more advanced MLOps capabilities within our teams?