Refer & earn
Fragma Data Systems
Apply to this job
3 - 7 yrs
₹15L - ₹20L / yr
Machine Learning (ML)
Understand current state architecture, including pain points.
Create and document future state architectural options to address specific issues or initiatives using Machine Learning.
Innovate and scale architectural best practices around building and operating ML workloads by collaborating with stakeholders across the organization.
Develop CI/CD & ML pipelines that help to achieve end-to-end ML model development lifecycle from data preparation and feature engineering to model deployment and retraining.
Provide recommendations around security, cost, performance, reliability, and operational efficiency and implement them
Provide thought leadership around the use of industry standard tools and models (including commercially available models and tools) by leveraging experience and current industry trends.
Collaborate with the Enterprise Architect, consulting partners and client IT team as warranted to establish and implement strategic initiatives.
Make recommendations and assess proposals for optimization.
Identify operational issues and recommend and implement strategies to resolve problems.
3+ years of experience in developing CI/CD & ML pipelines for end-to-end ML model/workloads development
Strong knowledge in ML operations and DevOps workflows and tools such as Git, AWS CodeBuild & CodePipeline, Jenkins, AWS CloudFormation, and others
Background in ML algorithm development, AI/ML Platforms, Deep Learning, ML Operations in the cloud environment.
Strong programming skillset with high proficiency in Python, R, etc.
Strong knowledge of AWS cloud and its technologies such as S3, Redshift, Athena, Glue, SageMaker etc.
Working knowledge of databases, data warehouses, data preparation and integration tools, along with big data parallel processing layers such as Apache Spark or Hadoop
Knowledge of pure and applied math, ML and DL frameworks, and ML techniques, such as random forest and neural networks
Ability to collaborate with Data scientist, Data Engineers, Leaders, and other IT teams
Ability to work with multiple projects and work streams at one time. Must be able to deliver results based upon project deadlines.
Willing to flex daily work schedule to allow for time-zone differences for global team communications
Strong interpersonal and communication skills
Why apply to jobs via Cutshort
Personalized job matches
Stop wasting time. Get matched with jobs that meet your skills, aspirations and preferences.
Verified hiring teams
See actual hiring teams, find common social connections or connect with them directly. No 3rd party agencies here.
Move faster with AI
We use AI to get you faster responses, recommendations and unmatched user experience.
Did not find a job you were looking for?
Search for relevant jobs from 10000+ companies such as Google, Amazon & Uber actively hiring on Cutshort.
Want to apply for this role at MNC?
Apply for this job
Why apply via Cutshort?
Connect with actual hiring teams and get their fast response. No spam.
Jobs by location
Startup Jobs in Bangalore
Startup Jobs in Delhi / Gurgaon / Noida
Startup Jobs in Pune
Startup Jobs in Hyderabad
Startup Jobs in Mumbai
Startup Jobs in Chennai
Startup Jobs in India
Android Developer Jobs
iOS Development Jobs
Frontend Developer Jobs
Backend Developer Jobs
Business & Design Jobs
Marketing and Sales Jobs
Digital Marketing Jobs
UX and Graphic Design Jobs
Product Manager Jobs
Funded Startups Jobs
Product Company Jobs
All Startup Jobs
Refer & earn
Become a problem setter