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Introduction
http://www.synapsica.com/">Synapsica is a https://yourstory.com/2021/06/funding-alert-synapsica-healthcare-ivycap-ventures-endiya-partners/">series-A funded HealthTech startup founded by alumni from IIT Kharagpur, AIIMS New Delhi, and IIM Ahmedabad. We believe healthcare needs to be transparent and objective while being affordable. Every patient has the right to know exactly what is happening in their bodies and they don't have to rely on cryptic 2 liners given to them as a diagnosis.
Towards this aim, we are building an artificial intelligence enabled cloud based platform to analyse medical images and create v2.0 of advanced radiology reporting. We are backed by IvyCap, Endia Partners, YCombinator and other investors from India, US, and Japan. We are proud to have GE and The Spinal Kinetics as our partners. Here’s a small sample of what we’re building: https://www.youtube.com/watch?v=FR6a94Tqqls">https://www.youtube.com/watch?v=FR6a94Tqqls
Your Roles and Responsibilities
We are looking for an experienced MLOps Engineer to join our engineering team and help us create dynamic software applications for our clients. In this role, you will be a key member of a team in decision making, implementations, development and advancement of ML operations of the core AI platform.
Roles and Responsibilities:
- Work closely with a cross functional team to serve business goals and objectives.
- Develop, Implement and Manage MLOps in cloud infrastructure for data preparation,deployment, monitoring and retraining models
- Design and build application containerisation and orchestrate with Docker and Kubernetes in AWS platform.
- Build and maintain code, tools, packages in cloud
Requirements:
- At Least 2+ years of experience in Data engineering
- At Least 3+ yr experience in Python with familiarity in popular ML libraries.
- At Least 2+ years experience in model serving and pipelines
- Working knowledge of containers like kubernetes , dockers, in AWS
- Design distributed systems deployment at scale
- Hands-on experience in coding and scripting
- Ability to write effective scalable and modular code.
- Familiarity with Git workflows, CI CD and NoSQL Mongodb
- Familiarity with Airflow, DVC and MLflow is a plus
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About Synapsica Technologies Pvt Ltd
About
Tech stack
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Company video
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Candid answers by the company
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About the job
What is Censius?
Censius is an AI Observability Platform that enables enterprises of all sizes to confidently deploy their machine learning models into production. The company's flagship AI observability platform helps data science initiatives become more accountable and explainable. This all-in-one ML monitoring system allows you to proactively monitor end-to-end ML pipelines for drift, skew, data integrity, and data quality concerns.
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- Flex hours 💪
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