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1 Quantiphi Analytics Solutions Private Limited Engineer Job

Senior MLOps Engineer

2-6 years

Mumbai, Bangalore / Bengaluru, Thiruvananthapuram

1 vacancy

Senior MLOps Engineer

Quantiphi Analytics Solutions Private Limited

posted 4mon ago

Job Description

 
  • Design, deploy, and maintain distributed systems using Kubernetes and Slurm for optimal resource utilization and workload management.
  • Lead the configuration and optimization of Multi-GPU, Multi-Node Deep Learning job scheduling, ensuring efficient computation and data processing.
  • Collaborate with cross-functional teams to understand project requirements and translate them into technical solutions.
  • Experience in working with On-prem NVIDIA GPU servers.
  • Develop and maintain complex shell scripts for various system automation tasks, enhancing efficiency and reducing manual intervention.
  • Monitor system performance, identify bottlenecks, and implement necessary adjustments to ensure high availability and reliability.
  • Troubleshoot and resolve technical issues related to the distributed system, job scheduling, and deep learning processes.
  • Stay updated with industry trends and emerging technologies in distributed systems, deep learning, and automation.
Skill Set Needed:
  • Strong communication and collaboration skills to work effectively within a cross-functional team.
  • Good with Python.
  • Hands-on experience in MLOps - MLFlow, Kubeflow, AutoML etc.
  • Good to have at least one ML framework understanding - PyTorch / TensorFlow.
  • Experience in shell scripting./linux
  • Good understanding of logical networks.
  • Understanding of NLP (preferred) / Computer Vision
  • Cloud native stack.
  • Proven experience in designing, deploying, and managing distributed systems, with a focus on Kubernetes and Slurm.
  • Sufficient understanding of AI Model Training and Deployment and Strong background in Multi-GPU, Multi-Node Deep Learning job scheduling and resource management.
  • Proficiency in Linux systems, particularly Ubuntu, and the ability to navigate and troubleshoot related issues.
  • Extensive experience creating complex shell scripts for automation and system orchestration.
  • Familiarity with continuous integration and deployment (CI/CD) processes.
  • Excellent problem-solving skills and the ability to diagnose and resolve technical issues promptly.
Good to Have:
  • Previously working on NVIDIA Ecosystem or well aware of NVIDIA Ecosystem - Triton Inference Server, CUDA,
  • Good at Slurm, Kubernetes, Linux, and AI Deployment tools.

Employment Type: Full Time, Permanent

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What Engineer at Quantiphi Analytics Solutions Private Limited are saying

5.0
 Rating based on 1 Engineer review

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Work Culture is good, perks are commendable

  • Salary - Good
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Engineer salary at Quantiphi Analytics Solutions Private Limited

reported by 6 employees
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₹6.5 L/yr - ₹11.7 L/yr
80% more than the average Engineer Salary in India
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What Quantiphi Analytics Solutions Private Limited employees are saying about work life

based on 776 employees
83%
93%
78%
69%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

Quantiphi Analytics Solutions Private Limited Benefits

Submitted by Company
Health & Wellness Collaboration
Health Insurance
Sabbaticals & Personal Time Off
Education Assistance
Books & Reading Collaboration
Group Term Life & Group Personal Accident Insurance +5 more
Submitted by Employees
Work From Home
Health Insurance
Job Training
Cafeteria
Free Food
Soft Skill Training +6 more
View more benefits

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Quantiphi Analytics Solutions Private Limited Mumbai Office Location

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Mumbai, Maharashtra Office
C-Wing, Level 2, Eureka Towers, Mindspace, W, Mumbai, Maharashtra 400064 Mumbai, Maharashtra
400064

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