MLOps Lead Engineer
at IT solutions specialized in Apps Lifecycle management. (MG1)
Kubernetes
Docker
Jenkins
Python- 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
- 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
Shubham Vishwakarma
Full Stack Developer - Averlon
Similar jobs
Amazon Web Services (AWS)DockerJenkins- Design cloud infrastructure that is secure, scalable, and highly available on AWS, Azure and GCP
- Work collaboratively with software engineering to define infrastructure and deployment requirements
- Provision, configure and maintain AWS, Azure, GCP cloud infrastructure defined as code
- Ensure configuration and compliance with configuration management tools
- Administer and troubleshoot Linux based systems
- Troubleshoot problems across a wide array of services and functional areas
- Build and maintain operational tools for deployment, monitoring, and analysis of AWS, Azure Infrastructure and systems
- Perform infrastructure cost analysis and optimization
DockerKubernetesAmazon Web Services (AWS)The candidate must have 2-3 years of experience in the domain. The responsibilities include:
● Deploying system on Linux-based environment using Docker
● Manage & maintain the production environment
● Deploy updates and fixes
● Provide Level 1 technical support
● Build tools to reduce occurrences of errors and improve customer experience
● Develop software to integrate with internal back-end systems
● Perform root cause analysis for production errors
● Investigate and resolve technical issues
● Develop scripts to automate visualization
● Design procedures for system troubleshooting and maintenance
● Experience working on Linux-based infrastructure
● Excellent understanding of MERN Stack, Docker & Nginx (Good to have Node Js)
● Configuration and managing databases such as Mongo
● Excellent troubleshooting
● Experience of working with AWS/Azure/GCP
● Working knowledge of various tools, open-source technologies, and cloud services
● Awareness of critical concepts in DevOps and Agile principles
● Experience of CI/CD Pipeline
Amazon Web Services (AWS)
GitDockerWho We Are
Grip is building a new category of investment options for the new-age of Indian Investors. Millennials
don’t communicate, shop, pay, entertain and work like the previous generation - then why should they
invest the same way?
Started in June’20, Grip has seen 20% month-on-month growth to become one of India’s fastest-
growing destinations for alternative investments. Today, Grip offers multiple investment options providing
8-16% annual returns and 1-60 month tenures as the country’s only multi- asset (lease financing,
inventory financing, corporate bonds start-up equity, commercial real estate ) investment platform. With a
minimum investment size of INR 20,000, Grip is democratizing investment options that have previously
only been available to the largest funds and family offices.
Finance and technology (FinTech) is what we do, but people are at the core of our mission. From client-
facing roles to technology, and everywhere in between, you’ll work alongside a diverse team who loves
to solve problems, think creatively, and fly the plane as we continue to build it.
In the News
- Money Control : Click Here
- Hindu Business : Click Here
What We Can Offer You
● Young and fast-growing company with a healthy work-life balance
● Great culture based on the following core values
○ Courage
○ Transparency
○ Ownership
○ Customer Obsession
○ Celebration
● Lean structure and no micromanaging. You get to own your work
● The Company has turned two so you get a seat on rocketship that’s just taking off!
● High focus on Learning & Development and monetary support for relevant upskilling
● Competitive compensation along with equity ownership for wealth creation
What You’ll Do
● Design cloud infrastructure that is secure, scalable, and highly available onAWS
● Work collaboratively with software engineering to define infrastructure and
deploying requirements
● Provision, configure and maintain AWS cloud infrastructure defined as code
● Ensure configuration and compliance with configuration management tools
● Administer and troubleshoot Linux based systems
● Troubleshoot problems across a wide array of services and functional areas
● Build and maintain operational tools for deployment, monitoring, and analysis of AWS
infrastructure and systems
● Perform infrastructure cost analysis and optimization
Your Superpowers
● At least 3-5 years of experience building and maintaining AWS infrastructure
(VPC,EC2, Security Groups, IAM, ECS, CodeDeploy, CloudFront,
S3,RDS,Elasticbeanstalk)
● Strong understanding of how to secure AWS environments and meet
compliance requirements
● Expertise using Chef/Cloudformation/Ansible for configuration management
● Hands-on experience deploying and managing infrastructure with Terraform
● Solid foundation of networking and Linux administration
● Experience with Docker, GitHub, Kubernetes,, ELK and deploying applications onAWS
● Ability to learn/use a wide variety of open source technologies and tools
● Strong bias for action and ownership
KubernetesDockerRole Description:
● Own, deploy, configure, and manage infrastructure environment and/or applications in
both private and public cloud through cross-technology administration (OS, databases,
virtual networks), scripting, and monitoring automation execution.
● Manage incidents with a focus on service restoration.
● Act as the primary point of contact for all compute, network, storage, security, or
automation incidents/requests.
● Manage rollout of patches and release management schedule and implementation.
Technical experience:
● Strong knowledge of scripting languages such as Bash, Python, and Golang.
● Expertise in using command line tools and shells
● Strong working knowledge of Linux/UNIX and related applications
● Knowledge in implementing DevOps and having an inclination towards automation.
● Sound knowledge in infrastructure-as-a-code approaches with Puppet, Chef, Ansible, or
Terraform, and Helm. (preference towards Terraform, Ansible, and Helm)
● Must have strong experience in technologies such as Docker, Kubernetes, OpenShift,
etc.
● Working with REST/gRPC/GraphQL APIs
● Knowledge in networking, firewalls, network automation
● Experience with Continuous Delivery pipelines - Jenkins/JenkinsX/ArgoCD/Tekton.
● Experience with Git, GitHub, and related tools
● Experience in at least one public cloud provider
Skills/Competencies
● Foundation: OS (Linux/Unix) & N/w concepts and troubleshooting
● Automation: Bash or Python or Golang
● CI/CD & Config Management: Jenkin, Ansible, ArgoCD, Helm, Chef/Puppet, Git/GitHub
● Infra as a Code: Terraform
● Platform: Docker, K8s, VMs
● Databases: MySQL, PostgreSql, DataStore (Mongo, Redis, AeroSpike) good to have
● Security: Vulnerability Management and Golden Image
● Cloud: Deep working knowledge on any public cloud (GCP preferable)
● Monitoring Tools: Prometheus, Grafana, NewRelic
KubernetesJenkinsAmazon Web Services (AWS)● Manage AWS services and day to day cloud operations.
● Work closely with the development and QA team to make the deployment process
smooth and devise new tools and technologies in order to achieve automation of most
of the components.
● Strengthen the infrastructure in terms of Reliability (configuring HA etc.), Security (cloud
network management, VPC, etc.) and Scalability (configuring clusters, load balancers,
etc.)
● Expert level understanding of DB replication, Sharding (mySQL DB Systems), HA
clusters, Failovers and recovery mechanisms.
● Build and maintain CI-CD (continuous integration/deployment) workflows.
● Having an expert knowledge on AWS EC2, S3, RDS, Cloudfront and other AWS offered
services and products.
● Installation and management of software systems in order to support the development
team e.g. DB installation and administration, web servers, caching and other such
systems.
Requirements:
● B. Tech or Bachelor's in a related field.
● 2-5 years of hands-on experience with AWS cloud services such as EC2, ECS,
Cloudwatch, SQS, S3, CloudFront, route53.
● Experience with setting up CI-CD pipelines and successfully running large scale
systems.
● Experience with source control systems (SVN, GIT etc), Deployment and build
automation tools like Jenkins, Bamboo, Ansible etc.
● Good experience and understanding of Linux/Unix based systems and hands-on
experience working with them with respect to networking, security, administration.
● Atleast 1-2 years of experience with shell/python/perl scripting; having experience with
Bash scripting is an added advantage.
● Experience with automation tasks like, automated backups, configuring fail overs,
automating deployment related process is a must have.
● Good to have knowledge of setting up the ELK stack; Infrastructure as a code services
like Terraform; working and automating processes with AWS SDK/CLI tools with scripts
JenkinsAmazon Web Services (AWS)BlueOptima’s vision is to become the global reference for the optimisation of the performance of Software Engineers across all industries. We provide industry-leading objective metrics in software development. We enable large organisations to deliver better software, faster and at lower cost, with technology that pushes the limits of what has been done before.
We are a global company which has consistently doubled in headcount and revenue YoY, with no external investment. We currently are located in 4 countries: London (our HQ), Mexico, India and the US. A total number of 250+ employees (and increasing every day) from 34 different nationalities and with over 25 languages spoken.
We promote an open-minded environment and encourage our employees to create their own success story in this high-performance environment.
Location: Bangalore
Department: DevOps
Job Summary:
We are looking for skilled and talented engineers to join our Platform team and directly contribute to Continuous Delivery, and improve the state of art in CI/CD and Observability within BlueOptima.
As a Senior DevOps Engineer, you will define and outline CI/CD related aspects and collaborate with application teams on imparting training and enforcing best practices to follow for CI/CD and also directly implement, maintain, and consult on the observability and monitoring framework that supports the needs of multiple internal stakeholders.
Your team: The Platform team in BlueOptima works across Product lines and is responsible for providing a scalable technology platform which is used by the Product team to build their application, improve performance of it, or even improve the SDLC by improving the application delivery pipeline, etc.
Platform team is also responsible for driving technology adoption across the product development team. The team works on components that are common across product lines like IAM (Identity & Access Management), Auto Scaling, APM (Application Performance Monitoring) and CI/CD, etc
Responsibilities and tasks:
- Define & Outline of CI/CD and related aspects
- Own & Improve state of build process to reduce manual intervention
- Own & Improve state of deployment to make it 100% automated
- Define guidelines and standards of automated testing required for a good CI/CD pipeline, ensures alignment on an ongoing basis (includes artifacts generation, promotions, etc)
- Automating Deployment and Roll back into Production Environment.
- Collaborate with engineering teams, application developers, management and infrastructure teams to assess near- and long-term monitoring needs and provide them with Tooling to improve observability of application in production.
- Keep an eye on the emerging observability tools, trends and methodologies, and continuously enhance our existing systems and processes.
- Ability to choose the right set of tools for a given problem and apply that to all the applications which are available
- Collaborate with the application team for following
- Define and enforce logging standard
- Define metrics applications should track and provide support to application teams visualise same on Grafana (or similar tools)
- Define alerts for application health monitoring in Production
- Tooling like APM, E2E, etc
- Continuously improve the state of the art on above
- Assist in scheduling and hosting regular tool training sessions to better enable tool adoption and best practices, also making sure training materials are maintained.
Qualifications
What You Need to Succeed at BlueOptima:
- Minimum bachelor's degree in Computer Science or equivalent
- Demonstrable years of experience with implementation, operations, maintenance of IT systems and/or administration of software functions in multi-platform and multi-system environments.
- At least 1 year of experience leading or mentoring a small team.
- Demonstrable experience having developed containerized application components, using docker or similar solutions in previous roles
- Have extensive experience with metrics and logging libraries and aggregators, data analysis and visualization tools.
- Experience in defining, creating, and supporting monitoring dashboards
- 2+ Years of Experience with CI tools and building pipelines using Jenkins.
- 2 + Years of Experience with monitoring and observability tools and methodology of products such as; Grafana, Prometheus, ElasticSearch, Splunk, AppDynamics, Dynatrace, Nagios, Graphite ,Datadog etc.
- Ability to write and read simple scripts using Python / Shell Scripts.
- Familiarity with configuration languages such as Ansible.
- Ability to work autonomously with minimum supervision
- Demonstrate strong oral and written communication skill
Additional information
Why join our team?
Culture and Growth:
- Global team with a creative, innovative and welcoming mindset.
- Rapid career growth and opportunity to be an outstanding and visible contributor to the company's success.
- Freedom to create your own success story in a high-performance environment.
- Training programs and Personal Development Plans for each employee
Benefits:
- 32 days of holidays - this includes public and religious holidays
- Contributions to your Provident Fund which can be matched by the company above the statutory minimum as agreed
- Private Medical Insurance provided by the company
- Gratuity payments
- Claim Mobile/Internet expenses and Professional Development costs
- Leave Travel Allowance
- Flexible Work from Home policy - 2 days home p/w
- International travel opportunities
- Global annual meet up (most recent meetups have been held in Cancun and India Thailand, Oct 2022.
- High quality equipment (Ergonomic chairs and 32’ screens)
- Pet friendly offices
- Creche Policy for working parents.
- Paternity and Maternity leave.
Stay connected with us on https://www.linkedin.com/company/blueoptima">LinkedIn or keep an eye on our https://www.blueoptima.com/careers">career page for future opportunities!
DockerKubernetesJob Description:
- Hands on experience with Ansible & Terraform.
- Scripting language, such as Python or Bash or PowerShell is required and willingness to learn and master others.
- Troubleshooting and resolving automation, build, and CI/CD related issues (in cloud environment like AWS or Azure).
- Experience with Kubernetes is mandate.
- To develop and maintain tooling and environments for test and production environments.
- Assist team members in the development and maintenance of tooling for integration testing, performance testing, security testing, as well as source control systems (that includes working in CI systems like Azure DevOps, Team City, and orchestration tools like Octopus).
- Good with Linux environment.
KubernetesJenkinsDockerMTX Group Inc. is seeking a motivated DevOps Engineer to join our team. MTX Group Inc is a global cloud implementation partner that enables organizations to become a fit enterprise through digital transformation and strategy. MTX is powered by the Maverick.io Artificial Intelligence platform and has a strong presence in the Public Sector providing proprietary designs and innovative concept accelerators around licensing and permitting, inspections, grants management, case management, and program management. MTX is a strategic partner with Salesforce with specialty expertise in Einstein Analytics, Mulesoft, Customer Community, Commerce Cloud, and Marketing Cloud. MTX is a Google Cloud partner helping accelerate digital transformation programs across federal, state, and local government agencies.
The DevOps role is responsible for maintaining infrastructure and both development and operational deployments in multiple cloud environments for MTX Group, Inc. and their clients. This role adheres to and promotes MTX Group, Inc’s company’s values by performing respective duties in a manner that supports and contributes to the achievement of MTX Group, Inc’s company’s goals.
Responsibilities:
- Develop and manage tools and services to be used by the organization and by external users of the platform
- Automate all operational and repetitive tasks to improve efficiency and productivity of all development teams
- Research and propose new solutions to improve the the mavQ platform in aspects of speed, scalability and security
- Automate and manage the cloud infrastructure of the organization distribute across the globe and across multiple cloud providers such as Google Cloud and AWS
- Ensure thorough logging, monitoring and alerting for all services and code running in the organization
- Work with development teams to communications and protocols for distributes microservices
- Help development teams debug devops related issues
- Manage CI/CD, Source Control and IAM for the organization
What you will bring:
- Bachelor’s Degree or equivalent
- 4+ years of experience as a DevOps Engineer OR
- 2+ years of experience as backend developer and 2+ years of experience as DevOps or Systems engineer
- Hands on experience with Docker and Kubernetes
- Thorough understanding of operating systems and networking
- Theoretical and practical understanding of Infrastructure-as-code and Platform-as-a-service concepts
- Ability to understand and work with any service, tool or API as needed
- Ability to understand implementation of open source products and modify them if necessary
- Ability to visualize large scale distributed systems and debug issues or make changes to said systems
- Understanding and practical experience in managing CI/CD
What we offer:
- A competitive salary on par with top market standards
- Group Medical Insurance (Family Floater Plan - Self + Spouse + 2 Dependent Children)
- Sum Insured: INR 5,00,000/-
- Maternity cover upto two children
- Inclusive of COVID-19 Coverage
- Cashless & Reimbursement facility
- Access to free online doctor consultation
- Personal Accident Policy (Disability Insurance) -
- Sum Insured: INR. 25,00,000/- Per Employee
- Accidental Death and Permanent Total Disability is covered up to 100% of Sum Insured
- Permanent Partial Disability is covered as per the scale of benefits decided by the Insurer
- Temporary Total Disability is covered
- An option of Paytm Food Wallet (up to Rs. 2500) as a tax saver benefit
- Monthly Internet Reimbursement of upto Rs. 1,000
- Opportunity to pursue Executive Programs/ courses at top universities globally
- Professional Development opportunities through various MTX sponsored certifications on multiple technology stacks including Salesforce, Google Cloud, Amazon & others
***********************
DockerKubernetes- Experience in implementing DevOps practices and DevOps-tools in areas like CI/CD using Jenkins environment automation, and release automation, virtualization, infra as a code or metrics tracking.
- Hands on experience in DevOps tools configuration in different environments.
- Strong knowledge of working with DevOps design patterns, processes and best practices
- Hand-on experience in Setting up Build pipelines.
- Prior working experience in system administration or architecture in Windows or Linux.
- Must have experience in GIT (BitBucket, GitHub, GitLab)
- Hands-on experience on Jenkins pipeline scripting.
- Hands-on knowledge in one scripting language (Nant, Perl, Python, Shell or PowerShell)
- Configuration level skills in tools like SonarQube (or similar tools) and Artifactory.
- Expertise on Virtual Infrastructure (VMWare or VirtualBox or QEMU or KVM or Vagrant) and environment automation/provisioning using SaltStack/Ansible/Puppet/Chef
- Deploying, automating, maintaining and managing Azure cloud based production systems including monitoring capacity.
- Good to have experience in migrating code repositories from one source control to another.
- Hands-on experience in Docker container and orchestration based deployments like Kubernetes, Service Fabric, Docker swarm.
- Must have good communication skills and problem solving skills
Amazon Web Services (AWS)JenkinsPython
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon