Deep Learning Platform Service Engineer 2023 CI
Bengaluru, India
Applications have closed
Bosch Group
Moving stories and inspiring interviews. Experience the meaning of "invented for life" by Bosch completely new. Visit our international website.Company Description
Bosch Global Software Technologies Private Limited (BGSW), is a 100% owned subsidiary of Robert Bosch GmbH, one of the world’s leading global supplier of technology and services, offering end to end engineering, IT and Business solutions.
With over 18000 associates, BGSW is the largest software development center of Bosch outside Germany, indicating we are the Technology Powerhouse of Bosch in India. We have a global footprint with presence in US, Europe and the Asia Pacific region. BGSW is ISO 9001:2008 certified (2012), appraised at CMMI-L5 as per version 1.3 (2011), ASPICE - level3 based on version 2.5 and ISO 15504- 5 and 7, and also ISO 27001 with seven state-of-the-art facilities spread across Bangalore and Coimbatore in India, Ho Chi Minh City in Vietnam and Guadalajara in Mexico, ISO/IEC 20000-1:2011 certified (2014).
We nurture, build and sustain enduring customer relationships to enable direct operational and strategic benefits to our customers. We make it happen through qualified, motivated and flexible professional associates, who uphold the heritage and values of Bosch - time-tested over 125 years of a successful journey; a journey marked by quality, reliability and innovation of service to enhance the interest of our customers and the community we live in.
We provide solutions for businesses in primarily three areas:
•Engineering Services
•IT services
•Business services
Our focal industries:
•Automotive industry
•Industrial Technology
•Consumer Goods and Building Technology.
Our role
“We see BGSW as helping us to achieve the technological lead we need to have in order to prevail in increasingly competitive world markets….. RBEI is about ensuring product excellence under conditions that allow us to maintain our global competitiveness” – Mr. Franz Fehrenbach, Chairman of the Board of Management, Robert Bosch GmbH.
Job Description
Exp: 4-7 yrs
Skillset:
· General Linux server administration
o Linux system management (RedHat satellite, systemd)
o Networking (DHCP, DNS, NFS, Kerberos, InfiniBand)
o IT Security & patch management
o Monitoring (e.g., Icinga2, Splunk, Ganglia, Grafana)
o Container runtimes (Docker, Singularity, Kubernetes, OpenShift)
o Relational databases, e.g. MariaDB, Oracle
· Know-How in HPC stack technologies
o Batch scheduling (IBM LSF, Slurm, PBSPro or similar)
o Parallel file systems (IBM Spectrum Scale (GPFS), Lustre, BeeGFS or similar)
o Automated deployment (Ansible, Puppet, or similar)
o Software management tool stack (Anaconda, environment modules)
o Remote cluster access and interfaces (e.g., JupyterHub, TurboETX)
· Know-How in cloud technologies
o Knowledge in public cloud technology stacks (MS Azure, AWS)
o Knowledge in Infrastructure-as-Code approaches (e.g., Terraform)
o Knowledge in cloud authentication and SSO technology stacks (e.g., AzureAD)
o Experience with Hybrid Cloud setups (e.g., Azure ExpressRoute, Azure Policy)
o Experience with cloud AI SaaS offerings (e.g., AzureML, Databricks)
· Software Development & Provisioning
o Languages: Python, Perl, Shell
o Version control systems (git)
o CI/CD pipelines (e.g. Jenkins, airflow)
o Compilers and related toolchain (gcc, configure, make / cmake etc.)
· Bosch IT Infrastructure and Services
o PowerBroker (pbis), ActiveDirectory Integration for Linux
o Automation Bus
o Incident and change management via SMT, asset management in CMDB
o FOSS & export control clearing
· Know-How in GPU Computing application domain
o Deep Learning frameworks (e.g. tensorflow, pytorch)
o CUDA, cuDNN, NCCL
o CAE- and simulation tools (e.g. CST, Ansys suite, abaqus)
Qualifications
BE / MCA
Additional Information
for BGSW India locations
Exp: 4-7 yrs
Typical tasks
• Operations
o Preparation and execution of maintenances for all clusters, e.g.
for security updates, compatibility testing and rollout
o Resolution of user incidents via various channels, e.g.
issues with GPU devices or scheduling system
user issues in cluster usage (access, compute jobs, software mgmt.)
o Software deployment and maintenance (e.g. new versions), e.g.
provide new NCCL version and all dependent software (MPI, …)
o Sysadmin housekeeping tasks (.tcsh readiness, configs cleanup, etc.)
o Build, expand, maintain knowledge base
• Development in various areas
o Development of additional features for service, e.g.
Rollout of requested new software, incl. clearing to Bosch standards
Implementation of new cluster interfaces (REST API incl. load balancing)
o Monitoring, e.g.
implementation of performance monitoring incl. dashboards
o Automation & Deployment, e.g.
automatic & dynamic integration of compute nodes into cluster
automation of typical operations tasks, e.g. patch management
o Cloud/Hybrid cloud, e.g.
Support in rollout of AzureML workspaces, etc.
Tags: Airflow Anaconda Ansible APIs AWS Azure CI/CD CUDA cuDNN Databricks Deep Learning Docker Engineering Git GPU Grafana HPC Industrial ISO 27001 Kubernetes Linux MariaDB Oracle Perl Pipelines Python PyTorch RDBMS REST API Security Splunk TensorFlow Terraform Testing
Perks/benefits: Career development
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