Software Engineer (Backend/Data)

As a Software Engineer (Backend/Data) at Fathom, you'll be tasked with developing the data infrastructure needed to manage a wide array of medical data. You'll create systems for data ingestion, sanitization, and normalization, as well as work on building interfaces for efficient data access. Your role will also involve designing robust cloud-based machine learning infrastructure that scales effectively to meet the demands of our healthcare data processing.

To be considered for the Software Engineer (Backend/Data) role at Fathom, candidates should have at least 2 years of software engineering experience in production settings. Proficiency in backend development, experience with data integration and pipelining, and strong foundations in computer science principles are essential. Additionally, effective communication and collaboration skills are vital for success within our team.

Fathom values candidates who have hands-on experience with modern backend languages, particularly Python. While proficiency in Python is a strong advantage, familiarity with other languages is also beneficial, especially those used in data pipeline development and backend system design. The goal is to ensure flexibility and adaptability within our tech stack.

At Fathom, the work environment is dynamic and collaborative, heavily focused on innovation within the healthcare sector. Since our New York opportunities are hybrid, you'll be expected to work in the office three days a week in the Financial District. This ensures you are part of the vibrant team culture while also working remotely when needed, fostering both collaboration and flexibility.

As a Software Engineer (Backend/Data) at Fathom, you'll enjoy a competitive salary alongside equity options. Our benefits include generous PTO, uncapped sick days, comprehensive medical, dental, and vision coverage, and a 401k matching program. Additionally, you’ll receive a home office budget to create a comfortable workspace and have opportunities to engage in both virtual and local team-building activities.

When discussing your backend development experience, focus on specific projects where you designed and implemented systems. Highlight the technologies used, challenges faced, and the outcomes achieved. Mention your approach to problem-solving and how you ensure scalability and performance in your solutions.

In response to this question, provide examples of data pipelines you have built, detailing the tools and technologies utilized. Discuss your role in each project, including how you handled data ingestion, transformation, and storage, and any challenges you faced during implementation.

When answering this question, emphasize your methods for ensuring data quality, such as validation checks and normalization processes. Discuss any tools or frameworks you utilize, and provide examples of how you've identified and resolved data integrity issues in the past.

Your response should reflect your understanding of machine learning principles and how they can be applied practically in backend systems. Discuss your experience in integrating machine learning models, managing data flows, and optimizing systems for performance as it pertains to large-scale applications.

When addressing this question, share your strategies for continuous learning, such as following tech blogs, participating in webinars, attending meetups, or contributing to open-source projects. Express your enthusiasm for staying current in a fast-evolving field.

Choose a specific technical challenge you faced in previous roles. Explain the context, the steps you took to resolve the issue, and the result of your action. Use this opportunity to showcase your problem-solving skills and technical knowledge.

Discuss your experience with different database technologies, giving examples of how you’ve implemented and optimized both SQL and NoSQL solutions in past projects. Emphasize your understanding of when to use each type and any performance tuning methods you've applied.

Provide insight into your project management approach when juggling multiple responsibilities. Highlight techniques like prioritization frameworks or tools you utilize, and share examples of how this has helped you meet deadlines effectively.

In your answer, mention tools you are comfortable with, such as Git or GitHub, and describe how you leverage these for version control and collaborative development. Share any experiences working within a team using these tools to improve efficiency.

Express your passion for working at Fathom, aligning your values with the company's mission to improve healthcare through technology. Discuss your interest in the role, the impact you hope to make, and your desire to work in a collaborative environment focused on innovation.