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IT solutions specialized in Apps Lifecycle management. (MG1) logo
MLOps Lead Engineer
IT solutions specialized in Apps Lifecycle management. (MG1)
MLOps Lead Engineer
IT solutions specialized in Apps Lifecycle management. (MG1)'s logo

MLOps Lead Engineer

at IT solutions specialized in Apps Lifecycle management. (MG1)

Agency job
5 - 6 yrs
₹10L - ₹12L / yr
Bengaluru (Bangalore)
Skills
Mlops
skill iconKubernetes
skill iconDocker
Ansible
PySpark
skill iconJenkins
skill iconPython
MLOps Workflow Automation
  • Automate and maintain ML and Data pipelines at scale
  • Collaborate with Data Scientists and Data Engineers on feature development teams to containerize and build out deployment pipelines for new modules
  • Maintain and expand our on-prem deployments with spark clusters
  • Design, build and optimize applications containerization and orchestration with Docker and Kubernetes and AWS or Azure
Skills:
  • 5 years of IT experience in data-driven or AI technology products
  • Understanding of ML Model Deployment and Lifecycle
  • Extensive experience in Apache airflow for MLOps workflow automation
  • Experience is building and automating data pipelines
  • Experience in working on Spark Cluster architecture
  • Extensive experience with Unix/Linux environments
  • Experience with standard concepts and technologies used in CI/CD build, deployment pipelines using Jenkins
  • Strong experience in Python and PySpark and building required automation (using standard technologies such as Docker, Jenkins, and Ansible).
  • Experience with Kubernetes or Docker Swarm
  • Working technical knowledge of current systems software, protocols, and standards, including firewalls, Active Directory, etc.
  • Basic knowledge of Multi-tier architectures: load balancers, caching, web servers, application servers, and databases.
  • Experience with various virtualization technologies and multi-tenant, private and hybrid cloud environments.
  • Hands-on software and hardware troubleshooting experience.
  • Experience documenting and maintaining configuration and process information.
  • Basic Knowledge of machine learning frameworks: Tensorflow, Caffe/Caffe2, Pytorch
Read more
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Subodh Popalwar

Software Engineer, Memorres
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skill iconPostgreSQL
Shell Scripting
POSITION : Database Administrator If you have an “ABILITY TO LEARN & WILL TO CHANGE THE WORLD”  you are welcome at  COVIAM. DO YOU… • Enjoy every part of building software products and have a passion for developing awesome product features? • Want to be part of a company which conceptualizes, designs and develops products from India for the global market? • Want to influence, build and grow with a fast growing platform company in one of the fastest growing regions of the world? • Love engaging with end customers to discuss usability, functionality and performance? • Want to work on the ground up development of a cloud based platform used by millions of users simultaneously? If the answer to all the above questions is Yes, read on. You will be involved in all the design, feature planning sessions, drive new innovative ideas, and make decisions on what is feasible to implement. You will see and seize opportunities for quick wins, but also be technically minded to drive solutions for complex problems. You will make a difference! ABOUT: COVIAM is an upstart digital platforms and products company with a core focus on disrupting traditional markets and business models with the strength of our innovation driven digital value. We harness the power of our open innovation culture, our unique talent selection approach, the skills and expertise of our people across various industries, domains and technologies and a unique blend of analytics driven strategies for creating future digital platforms. Company website: www.coviam.com FB : https://www.facebook.com/Coviam-Technology- Services-Pvt- Ltd- 109301616108067/ Twitter : https://twitter.com/CoviamTech G+ : https://plus.google.com/118152928147285024125 LinkedIn : https://www.linkedin.com/company/coviam Glassdoor : https://www.glassdoor.co.in/Overview/Working-at- Coviam- EI_IE1103179.11,17.htm OPPORTUNITIES : Pursue opportunities and learning/growth interests in Mobile, product development, product management, Analytics, Machine learning, UI/UX design,  DevOps, Automation, Drones, bots and Java / open source development frameworks and methodologies – on a variety of domains like eCommerce, Logistics and fulfilment, Talent, Mcommerce and a whole lot others ROLE REQUIREMENTS : Location: Bangalore Exp: 2.5 yrs onwards Type: Full time POSITION SUMMARY The Database Administrator is responsible for effective installation, upgrade, patching, database infrastructure. The database Administrator tasks will be focused on improving performance, scalability and reliability of the system by continuous monitoring of system health, and troubleshooting issues that arise. This individual is accountable for regular backups of the database infrastructure, automating the same, conduct regular audits on the system to ensure the recovery point objective of systems are in place. This individual is responsible for notifying the bottlenecks with the query executions and coordinate with  R&D teams to eliminate the same. This individual is responsible for managing production, development and QA infrastructure. Job responsibilities also include supporting production system on rotation basis. Skills • Strong knowledge in PostgreSQL and Mongo DB administration • Strong knowledge in monitoring and resolving issues with configuration   • Strong knowledge in physical database design concepts • Strong knowledge in High Availability configuration on databases • Good understanding of data segmentation and data retention rules • Hands up experience in database upgrade and patch process • Hands on experience in application query tuning   • Good knowledge in Linux administration is desirable • Experience in scripting like Shell, Python, Perl is desirable • Working experience in configuration of database alerts with open source alerting tools • Good knowledge in SDLC process followed for configuration change management • Good understanding of eCommerce domain is desirable   QUALIFICATION • A Bachelor's degree in Computer Science (or equivalent experience) • Database Administration certification in PostgreSQL / Mongo DB • Four or more years of work experience in managing relations and non-relational database • Proven ability to multi-task. • Independent, self-starter. • Ability to effectively communicate
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Subodh Popalwar

Software Engineer, Memorres
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