We are looking for a machine learning engineer to design and deploy models for unstructured information retrieval and classification. You should have a few real-world machine learning projects under your belt and should be comfortable taking projects from an idea stage to production.
Your work will revolve around information extraction from documents such as invoices, bills, receipts, reports, etc. The work is a combination of image processing, computer vision and natural language processing. If you love working with text and images, this job may be the perfect opportunity to showcase your skills.
Responsibilities
Here’s what we expect you to do on a daily basis -
- Design annotation/training/inference pipelines
- Quickly explore and validate different models and architectures.
- Come up with appropriate metrics and benchmarks to evaluate performance.
- Wrap APIs around models and deploy them to the cloud.
- Monitor the performance of models and build feedback loops for continuous improvement.
Skills and Qualifications
Here’s what we expect you to know -
- Strong at data structures, algorithms and probability theory.
- C/C++/Python
- Tensorflow/Keras/PyTorch
- Worked with Spacy/OpenCV/Huggingface or other similar libraries
- Designing and developing RESTful APIs with Flask/FastAPI
A few more points to consider -
- It doesn’t matter if you have a B.Tech, M.Tech or PhD. Or probably, you don’t have a degree at all. That’s OK. We prefer experience over education.
- We are open to remote work anywhere within India.
If this sounds exciting and challenging enough, go ahead and apply. We would love to talk to you!