Cohere Health is a rapidly expanding clinical intelligence company dedicated to enhancing patient care by leveraging advanced AI technology and deep clinical insights.
As a Software Engineer at Cohere Health, you will be part of a dynamic team responsible for developing impactful healthcare technology using a modern software stack. In this role, you will engage in full-stack development, driving feature releases and platform enhancements from inception to deployment. Your responsibilities will include collaborating with cross-functional teams to design and implement user-friendly applications for healthcare practitioners, ensuring high-quality user experiences. A strong emphasis will be placed on your ability to contribute to technical design decisions, maintain best practices in testing and quality assurance, and foster a supportive environment for junior engineers.
The ideal candidate will have a robust background in software development, particularly in building and deploying full-stack web applications, and will thrive in a fast-paced startup environment that values empathy, collaboration, and innovation. Your experience with modern development practices, including version control and CI/CD, along with a passion for creating quality products, will set you apart as a strong fit for this role.
This guide will equip you with tailored insights and strategies to effectively prepare for your interview, helping you present your qualifications and alignment with Cohere Health's values and mission confidently.
The interview process for a Software Engineer role at Cohere Health is designed to assess both technical skills and cultural fit within the organization. Here’s what you can expect:
The process begins with an initial screening, typically conducted by a recruiter over a phone call. This conversation lasts about 30 minutes and focuses on your background, experience, and motivations for applying to Cohere Health. The recruiter will also provide insights into the company culture and the specifics of the role, ensuring that you understand the expectations and values that drive the team.
Following the initial screening, candidates will undergo a technical assessment, which may be conducted via a video call. This assessment is designed to evaluate your coding skills and problem-solving abilities. You may be asked to complete coding challenges or discuss your previous projects in detail, particularly those that demonstrate your experience with full stack development, cloud platforms, and relevant technologies such as Python, Java, or JavaScript frameworks.
After the technical assessment, candidates typically participate in a behavioral interview. This round focuses on understanding how you work within a team, your approach to collaboration, and how you embody the core values of Cohere Health. Expect questions that explore your past experiences, how you handle challenges, and your ability to mentor junior engineers, as the company values empathy and teamwork.
The final stage of the interview process may involve an onsite interview or a comprehensive virtual interview. This round usually consists of multiple one-on-one interviews with team members and stakeholders. You will be assessed on your technical expertise, your ability to contribute to the technical design process, and your understanding of healthcare technology. Additionally, you may engage in discussions about your approach to quality assurance, testing practices, and security considerations in software development.
Throughout the interview process, there will be an emphasis on cultural fit. Cohere Health seeks candidates who are not only technically proficient but also align with their values of kindness, empathy, and collaboration. Be prepared to discuss how you can contribute to a supportive and inclusive work environment.
As you prepare for your interviews, consider the types of questions that may arise in each of these stages, focusing on both your technical skills and your alignment with the company culture.
Here are some tips to help you excel in your interview.
Cohere Health values empathy, kindness, and collaboration. During your interview, demonstrate these qualities by actively listening and engaging with your interviewers. Share examples of how you have worked effectively in teams, especially in fast-paced environments. Highlight your commitment to inclusivity and how you can contribute to a supportive atmosphere.
As a software engineer, you will be expected to have a strong grasp of both backend and frontend technologies. Be prepared to discuss your experience with Java, Python, and modern frameworks like React. Bring specific examples of projects where you utilized these technologies, focusing on your role in the development process and the impact of your contributions.
Cohere Health emphasizes teamwork and cross-functional collaboration. Expect questions that assess your ability to work with product and design teams. Prepare to discuss how you approach problem-solving in a team setting, including how you handle differing opinions and drive consensus. Consider sharing a story where your collaborative efforts led to a successful project outcome.
Quality assurance is a key aspect of the role. Be ready to discuss your experience with testing frameworks and best practices in software development. Share how you ensure code quality and reliability, and provide examples of how you have implemented testing strategies in past projects. This will demonstrate your alignment with Cohere's commitment to delivering high-quality healthcare technology.
While prior experience in healthcare is a plus, showing a genuine interest in the field can set you apart. Research current trends and challenges in healthcare technology and be prepared to discuss how your skills can contribute to solving these issues. This will not only showcase your enthusiasm but also your understanding of the company's mission to improve patient care.
Cohere Health values mentorship and community building within its engineering teams. If you have experience mentoring junior engineers or fostering a collaborative learning environment, be sure to highlight this. Discuss your approach to mentorship and how you can contribute to the growth of your teammates, reinforcing the company’s commitment to a supportive culture.
Given the fast-paced and agile nature of the work at Cohere, familiarize yourself with agile methodologies if you haven't already. Be prepared to discuss your experience with agile practices, such as sprint planning, daily stand-ups, and retrospectives. Share how you have adapted to changing requirements and how you prioritize tasks in a dynamic environment.
Finally, prepare thoughtful questions that reflect your interest in the role and the company. Inquire about the team dynamics, the technical challenges they are currently facing, or how they measure success in their projects. This not only shows your enthusiasm but also helps you assess if Cohere Health is the right fit for you.
By following these tips, you will be well-prepared to make a strong impression during your interview at Cohere Health. Good luck!
In this section, we’ll review the various interview questions that might be asked during a software engineering interview at Cohere Health. The interview will assess your technical skills, problem-solving abilities, and your fit within a collaborative and empathetic team environment. Be prepared to discuss your experience with full-stack development, cloud technologies, and your approach to building quality software in a fast-paced setting.
This question aims to gauge your familiarity with both front-end and back-end technologies.
Discuss specific projects where you utilized various technologies, emphasizing your role in both front-end and back-end development.
“I have worked extensively with React for front-end development and Python for back-end services. In my last project, I developed a healthcare application that integrated a React-based user interface with a Python Flask API, ensuring seamless data flow and user experience.”
Quality assurance is crucial in software development, especially in healthcare applications.
Mention your practices for writing clean code, conducting code reviews, and implementing testing frameworks.
“I prioritize writing unit tests using frameworks like Jest and Mocha, and I also conduct peer code reviews to ensure adherence to best practices. This approach has significantly reduced bugs and improved the overall quality of our releases.”
This question assesses your problem-solving skills and technical acumen.
Choose a specific example that highlights your analytical skills and the steps you took to overcome the challenge.
“While working on a data pipeline, I encountered performance issues due to inefficient queries. I analyzed the database structure and optimized the queries, which improved the processing time by 40%. This experience taught me the importance of performance tuning in data-heavy applications.”
Cohere Health emphasizes cloud platforms, so familiarity with these technologies is essential.
Discuss specific cloud services you have used and how they contributed to your projects.
“I have deployed applications on AWS, utilizing services like EC2 for hosting and S3 for storage. In a recent project, I set up a CI/CD pipeline using AWS CodePipeline, which streamlined our deployment process and reduced downtime.”
This question evaluates your adaptability and willingness to grow.
Share your strategies for staying updated with industry trends and learning new tools.
“I regularly follow tech blogs and participate in online courses to learn new frameworks. For instance, I recently took a course on TypeScript, which I then applied to a project to enhance type safety in our codebase.”
Collaboration is key at Cohere Health, and this question assesses your teamwork skills.
Provide an example that illustrates your ability to communicate and collaborate effectively with different teams.
“In my previous role, I collaborated with product managers and designers to develop a new feature. I facilitated regular meetings to gather feedback and ensure alignment, which resulted in a product that met both user needs and business goals.”
This question evaluates your interpersonal skills and conflict resolution strategies.
Discuss your approach to resolving conflicts while maintaining a positive team dynamic.
“When conflicts arise, I believe in addressing them directly and respectfully. I once mediated a disagreement between team members by facilitating a discussion where each person could express their views, leading to a compromise that satisfied both parties.”
Cohere values mentorship, so this question assesses your leadership skills.
Share a specific instance where you provided guidance and support to a less experienced team member.
“I mentored a junior developer by pairing with them on a project. I provided them with resources and regular feedback, which helped them gain confidence and improve their coding skills. By the end of the project, they were able to contribute significantly to the team’s success.”
This question assesses your time management and organizational skills.
Explain your method for prioritizing tasks and managing deadlines effectively.
“I use a combination of Agile methodologies and task management tools like Jira to prioritize my work. I assess the urgency and impact of each task, allowing me to focus on high-priority items while ensuring that I meet deadlines across multiple projects.”
Cohere emphasizes empathy, so this question assesses your understanding of its importance in the workplace.
Discuss how empathy can enhance collaboration and user experience in software development.
“Empathy is crucial in understanding user needs and collaborating effectively with team members. By putting myself in the users’ shoes, I can design features that truly address their pain points, leading to a better overall product.”
| Question | Topic | Difficulty | Ask Chance |
|---|---|---|---|
Data Structures & Algorithms | Easy | Very High | |
Batch & Stream Processing | Hard | Very High | |
Batch & Stream Processing | Hard | Very High |
Write a SQL query to select the 2nd highest salary in the engineering department. Write a SQL query to select the 2nd highest salary in the engineering department. If more than one person shares the highest salary, the query should select the next highest salary.
Write a function to find the maximum number in a list of integers.
Given a list of integers, write a function that returns the maximum number in the list. If the list is empty, return None.
Create a function convert_to_bst to convert a sorted list into a balanced binary tree.
Given a sorted list, create a function convert_to_bst that converts the list into a balanced binary tree. The output binary tree should have a height difference of at most one between the left and right subtrees of all nodes.
Write a function to simulate drawing balls from a jar.
Write a function to simulate drawing balls from a jar. The colors of the balls are stored in a list named jar, with corresponding counts of the balls stored in the same index in a list called n_balls.
Develop a function can_shift to check if one string can be shifted to become another.
Given two strings A and B, write a function can_shift to return whether or not A can be shifted some number of places to get B.
What are the drawbacks of having student test scores organized in the given layouts? Assume you have data on student test scores in two different layouts. Identify the drawbacks of these layouts and suggest formatting changes to make the data more useful for analysis. Additionally, describe common problems seen in "messy" datasets.
How would you locate a mouse in a 4x4 grid using the fewest scans? You have a 4x4 grid with a mouse trapped in one of the cells. You can scan subsets of cells to know if the mouse is within that subset. Describe a strategy to find the mouse using the fewest number of scans.
How would you select Dashers for Doordash deliveries in NYC and Charlotte? Doordash is launching delivery services in New York City and Charlotte. Describe the process for selecting Dashers (delivery drivers) and discuss whether the criteria for selection should be the same for both cities.
What factors could bias Jetco's study on boarding times? Jetco, a new airline, has the fastest average boarding times according to a study. Identify potential factors that could have biased this result and what you would investigate further.
How would you design an A/B test to evaluate a pricing increase for a B2B SAAS company? A B2B SAAS company wants to test different subscription pricing levels. Design a two-week-long A/B test to evaluate a pricing increase and determine if it is a good business decision.
How much should we budget for the coupon initiative in total? A ride-sharing app has a probability (p) of dispensing a $5 coupon to a rider. The app services (N) riders. Calculate the total budget needed for the coupon initiative.
What is the probability of both riders getting the coupon? A driver using the app picks up two passengers. Determine the probability that both riders will receive the coupon.
What is the probability that only one of them will get the coupon? A driver using the app picks up two passengers. Determine the probability that only one of the riders will receive the coupon.
What is a confidence interval for a statistic and why is it useful? Explain what a confidence interval is, why it is useful to know the confidence interval for a statistic, and how to calculate it.
What is the probability that item X would be found on Amazon's website? Amazon has a warehouse system where items are located at different distribution centers. In one city, the probability that item X is available at warehouse A is 0.6 and at warehouse B is 0.8. Calculate the probability that item X would be found on Amazon's website.
Is this a fair coin? You flip a coin 10 times, and it comes up tails 8 times and heads twice. Determine if the coin is fair.
What are time series models and why do we need them? Describe what time series models are and explain why they are needed when we have less complicated regression models.
How would you justify the complexity of building a neural network model and explain predictions to non-technical stakeholders? Your manager asks you to build a neural network model to solve a business problem. How would you justify the complexity of the model and explain its predictions to non-technical stakeholders?
How would you evaluate the suitability and performance of a decision tree model for predicting loan repayment? You are tasked with building a decision tree model to predict if a borrower will repay a personal loan. How would you evaluate whether a decision tree is the correct model? How would you evaluate its performance before and after deployment?
How does random forest generate the forest, and why use it over logistic regression? Explain how random forest generates its forest. Additionally, why would you choose random forest over other algorithms like logistic regression?
How would you explain linear regression to a child, a first-year college student, and a seasoned mathematician? Explain the concept of linear regression to three different audiences: a child, a first-year college student, and a seasoned mathematician. Tailor your explanations to each audience's understanding level.
What are the key differences between classification models and regression models? Describe the main differences between classification models and regression models.
Joining Cohere Health as a Software Engineer presents a unique opportunity to impact the healthcare industry by developing cutting-edge technology that enhances patient care and reduces administrative burdens. If you're excited to be part of a fast-growing, empathetic team invested in diversity and inclusion, and you thrive in innovative, agile environments, Cohere Health is the place for you. Ready to make a difference in healthcare? Dive deeper into the company's insights and interview questions with our comprehensive Cohere Health Interview Guide. At Interview Query, we prepare you to confidently face and conquer your interviews with in-depth guides and expert-curated insights. Check out our company interview guides for additional preparation. Good luck with your interview!