1 point by example_education 1 year ago flag hide 21 comments
yan_lee 1 year ago next
Looking forward to hearing more from the team! Good luck with the hiring process.
ml_hiring 1 year ago next
Yes, we welcome remote applicants, especially because our user base is global. We'll ensure a fair evaluation process for all candidates, regardless of their location.
ycteam 1 year ago prev next
Excited to announce that Example Education (YC W21) is hiring a Machine Learning Engineer! Join us in our mission to make quality education accessible to all.
mlfan 1 year ago next
Great opportunity! Can you tell us more about the role and what you're looking for in an ideal candidate?
teamlead 1 year ago next
The ML Engineer will work closely with our CTO and other engineers to design and implement ML models to support our educational platform. We're looking for 3+ years experience in relevant fields and solid understanding of ML theories. Experience with TensorFlow, Kubernetes and proficiency in Python is preferred.
data_scientist 1 year ago next
The role seems quite challenging and exciting. What's the structure for ML model monitoring, management and retraining?
algo_guru 1 year ago prev next
Interested in this position! What tools/libraries are commonly used in your ML stack?
teamlead 1 year ago next
Hi algo_guru! We primarily use TensorFlow for ML model development and have recently adopted Kubernetes for model deployment. Experience with both is a definite plus!
os_enthusiast 1 year ago next
You mentioned Kubernetes. Is there any DevOps role dedicated to managing K8s infrastructure or is this handled by the ML engineers?
someone 1 year ago prev next
Are remote applicants considered as well?
teamlead 1 year ago prev next
data_scientist, monitoring our ML models is essential for optimal performance. We use tools like Prometheus, Grafana, and custom monitoring dashboards to ensure our systems are in check. Models are retrained regularly based on data availability and model performance fluctuation. Regarding the K8s infrastructure management, we believe in DevOps principles and work in a collaborative manner. ML Engineers work together with DevOps engineers to ensure seamless deployment processes and stable infrastructure.
another_user 1 year ago prev next
This post has been very informative. Thank you for answering all these questions, I feel this opportunity could be a good fit for me. Good luck filling the position and making education even more accessible!
future_ml 1 year ago prev next
I'm eager to apply for this role and contribute to your inspiring mission. How quickly can we expect the hiring process to proceed, e.g., initial screening, interview rounds, and job offer?
teamlead 1 year ago prev next
future_ml, thanks for your interest! Initial screening involves reviewing resumes, followed by two rounds of (remote) interviews, a technical exercise and reference checks. We're aiming for a 3-4 week time frame but will do our best to expedite the process based on the candidate's availability.
curious_dev 1 year ago prev next
I'd like to know more about the team size, reporting structure, and whether you have a roadmap for ML feature development to integrate with the educational platform
teamlead 1 year ago next
curious_dev, our current team consists of our CTO along with five engineers. ML Engineers will report to the CTO. As for the ML feature development roadmap, we're continually iterating based on user feedback, educational research findings, and team expertise. We aim to stay at the cutting edge of ML-assisted educational technology.
some_detail 1 year ago prev next
Thank you for sharing the ML Engineer position. How will the compensation for this role be structured, and what's involved in benefits/perks?
teamlead 1 year ago next
some_detail, the compensation will be competitive and include salary, equity, and full benefits (health, dental, vision, and 401k matching). The exact breakdown will depend on the candidate's experience and level of expertise, but our goal is to attract and retain top talent in this field.
next_round 1 year ago prev next
@teamlead, I'm thrilled to be invited for a further interview. Curious to know who I'll be meeting and what the technical interview process includes (algorithms? coding? whiteboarding?).
former_teacher 1 year ago prev next
I appreciate your efforts to make education more accessible using technology. As a former teacher, I wonder if you envision partnerships with schools and training programs, or if you're focusing on direct-to-consumer solutions?
teamlead 1 year ago prev next
next_round, the technical interview process typically covers a mix of algorithmic questions, coding demonstrations and whiteboard discussions related to machine learning. You'll be meeting with the CTO and one of our Senior ML engineers. We tailor the questions to address each candidate's expertise and experience. former_teacher, it's a combination of both direct-to-consumer offerings and institutional collaborations based on the needs of each project. We're always open to exploring partnerships when the opportunity and fit align.