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MLOps Engineer

Human Resources's profile picture
Posted by Human Resources
3 - 5 yrs
₹12L - ₹20L / yr
Bengaluru (Bangalore)
Skills
skill iconPython
CI/CD
DVCS
skill iconMachine Learning (ML)
skill iconKubernetes
skill iconAmazon Web Services (AWS)
AWS CloudFormation
skill iconDocker
Airflow

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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I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Synapsica Technologies Pvt Ltd

Founded :
2017
Type :
Services
Size
Stage :
Raised funding

About

Synapsica is a HealthTech and Teleradiology firm founded by alums from AIIMS Delhi, IIT - KGP & IIM - A with a vision to increase accessibility of diagnostic services to every corner of world. We are developing Artificial Intelligence for Radiodiagnosis to aid radiologists by reducing errors, improving efficiency and automating any monotonous work. Presently, our radiologist and tech panel has some of the best talent from top institutes in the country. We use NLP, Computer Vision & Deep Learning based software products to assist diagnosis in X-Ray, CT and MRI scans. Our Machine Learning automation allows for workflow management at Diagnostic Centers bringing efficiency to the entire process of stakeholders coordination, disease interpretation & report generation. Through our efforts we hope to bring accountability, standardization, efficiency and hence better patient care to the medical field.
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Tech stack

skill iconKubernetes
skill iconAmazon Web Services (AWS)
skill iconDocker
skill iconPython
Firebase
skill iconMongoDB
skill iconReact.js
skill iconNodeJS (Node.js)
skill iconMachine Learning (ML)

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Synapsica Technologies Pvt Ltd's video section

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ENGINEERING MANAGER @REBEL FOODS

 

 

About Us

We are surrounded by the world's leading consumer companies led by technology - Amazon for retail, Airbnb for hospitality, Uber for mobility, Netflix and Spotify for entertainment, etc. Food & Beverage is the only consumer sector where large players are still traditional restaurant companies. At Rebel Foods, we are challenging this status quo as we are building the world's most valuable restaurant company on the internet, superfast.

 

The opportunity for us is immense due to the exponential growth in the food delivery business worldwide which has helped us build 'The World's Largest Internet Restaurant Company' in the last few years. Rebel Foods current presence in 7 countries (India, Indonesia, UAE, UK, Malaysia, Singapore, Bangladesh) with 15 + brands and 3500+ internet restaurants has been build on a simple system - The Rebel Operating Model.

 

While for us it is still Day 1, we know we are in the middle of a revolution towards creating never seen before customer-first experiences. We bring you a once-in-a-lifetime opportunity to disrupt the 500-year-old industry with technology at its core.

 

We urge you to refer to the below to understand how we are changing the restaurant industry before applying at Rebel Foods.

 

https://jaydeep-barman.medium.com/why-is-rebel-foods-hiring-super-talented-engineers-%20b88586223ebe" target="_blank">link 1

https://jaydeep-barman.medium.com/how-to-build-1000-restaurants-in-24-months-the-rebel-method-%20cb5b0cea4dc8" target="_blank">link 2

https://medium.com/faasos-story/winning-the-last-frontier-for-consumer-internet-5f2a659c43db" target="_blank">link 3

https://medium.com/faasos-story/winning-the-last-frontier-for-consumer-internet-5f2a659c43db" target="_blank">link 4

 

 

Engineering History @ Rebel

 

In order to understand more about the challenges that you might face at Rebel, it’s important that we go back to the inception and get acquainted about our journey to date. From the times when excel sheets served as our POS system at stores having one brand, to our evolution as a company that uses smart kitchens - we have traversed the phone, web, and app channels over time. From being a single brand restaurant, we moved to be a parent company with a dozen restaurant brands under the umbrella, while simultaneously moving our operations from a single kitchen to more than 300 locations across 30 cities in India and in a few international locations. The team of engineers at Rebel has built one of the most unique platforms in the world that can not only help operate a kitchen with multiple brands but also aids in operating business at scale. To give you additional perspective, the team has built more than 40+ products in the last 4.5 years. The innovation spans through technologies like polygon architecture (dynamic delivery radius) for a multi-brand operation from a kitchen, to managing each step of the kitchen ops — queuing, load/prep time, batching of orders, out of the door algorithms; inventory prediction based on consumption data, personal


recommendation engine, deep integration with every aggregator, last-mile delivery app, CRM systems, multiple brand websites and apps, reporting and analytics systems, and more. Everything that was mentioned has been built on a tech stack developed by our Engineers. This enabled us to tackle the massive complexity of a multi-brand operation while keeping all parts of the business supremely efficient and optimized.

 

Future of Engineering @ Rebel

 

We are now building Engineering 2.0 at our company. The vision is to make technology the Brain (AI, Machine Learning, analytics to drive every business decision of the company), the Body (robotics led automation at our Kitchens, driving tremendous operational efficiency), and the Mind ( building an AI/ ML-driven virtual personal butler for customers across app, web, and voice, like Netflix of food) at Rebel. This will mean working across technologies and product/engineering teams to build solutions that would be “first - time” in the world. Engineering @ Rebel will break new grounds.

 

 

An opportunity to revolutionize the restaurant industry

 

Here, at Rebel Foods, we are using technology and automation to disrupt the traditional food industry. We are focused on building an operating system for Cloud Kitchens - using the most innovative technologies - to provide the best food experiences for our customers.

 

You will enjoy working with us, if:

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Our technology ecosystem:

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You will mostly spend time on the following:

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  • Working closely with engineers on day to day activities, including writing, reviewing and troubleshooting code
  • Owning services, and managing ongoing features, fixes, and daily operations of services
  • Teaching and mentoring team members

 

 

 

We’re excited about you if you have:

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  • Built and led high performing engineering teams
  • Experience working with complex, high traffic, and consumer facing distributed platforms
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  • Experience working in Cloud environments: AWS or Azure or GCP
  • Experience building secure, configurable, observable services
  • Excellent troubleshooting and problem-solving skills
  • The ability to mentor and teach junior and senior engineers
  • The ability to collaborate effectively within and across engineering, product and business teams

 

 

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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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