Senior Software Engineer - DevOps

5 - 10 years

7 - 11 Lacs

Posted:2 weeks ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

This job will lead the devops work of advanced monitoring and RCA(root cause analysis) functions for machine learning models and strategies to solve complex problems. You will work closely with software engineers across different sites to enhance services statbility, scalability and continuity through devops support. Your role will involve building stable CI/CD pipelines and containerized env, setup DB of SQL/NoSQL with high avaiability, and portability with distributed system & dockerized solutions, and ensure continuity with system upgrades & patchings, supporting both software installation and hardware maintanance.
 
Job Description
Essential Responsibilities
  • Develop and optimize machine learning models for various applications.
  • Preprocess and analyze large datasets to extract meaningful insights.
  • Deploy ML solutions into production environments using appropriate tools and frameworks.
  • Collaborate with cross-functional teams to integrate ML models into products and services.
  • Monitor and evaluate the performance of deployed models.
Minimum Qualifications
  • Minimum of 5 years of relevant work experience and a Bachelors degree or equivalent experience.
  • Experience with ML frameworks like TensorFlow, PyTorch, or scikit-learn.
  • Familiarity with cloud platforms (AWS, Azure, GCP) and tools for data processing and model deployment.
  • Several years of experience in designing, implementing, and deploying machine learning models.
Preferred Qualification
  • Proficiency with Docker, Kubernates, Unix/Linux, CI/CD, SQL, cloud/network security, Python/Java
  • Build stable CI/CD pipelines and containerized env to support AI/ML solutions.
  • Setup DB(SQL&NoSQL&TSDB) with high avaiability.
  • Enable scalability and portability with distributed system and dockerized solutions.
  • Ensure continuity with system upgrades and patchings.
  • Supporting both software installation and hardware maintanance.
  • Collaborate with engineers from other sites, data scientists and business stakeholders to understand devops requirements and deliver appropriate solutions.
  • Proficiency in establishing and maintain containarized system(Docker, Kubernetes)
  • Experience with install and management of relational databases (e.g., PostgreSQL, MySQL) and/or NoSQL databases (e.g., MongoDB)
  • Experience with install and management of time-series databases (InfluxDB)
  • Experience with Devops best practises, version control systems (Git) and CI/CD
  • Familiar with Linux environments; able to perform troubleshooting in Linux env
  • Experience with Devops in cloud-based platforms (e.g. Google Cloud)
  • Good documentation skills, and have flexibility to sync up with teams across different locations/timezones remotely .
  • Familiar with Linux shell scripts / Python
  • Experience with message queues (RabbitMQ, Apache Kafka)
  • Strong problem-solving skills and attention to detail
  • Experience working in agile development environments
  • Excellent communication and collaboration skills

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