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Senior Software Engineer, ML Platform

Gurgaon
Chandigarh
Delhi
Pune
Mumbai
Remote
Contract-To-Hire
Mid-Level: 3 to 4 years
51K - 80K (Per Month)
Posted on Sep 06 2024

Not Accepting Applications

About the Job

Skills

Machine Learning
Python
Data Engineering
Distributed Systems
Algorithm Design
Big Data Technologies
Software Architecture
Cloud Computing

We are seeking for Senior Software Engineer, ML Platform to join our team.


  • Be an essential technical contributor at a Series B-stage company as it scales
  • Design and implement infrastructure for ML model management, including training, deployment, and monitoring
  • Build and maintain platforms for running ML algorithms at scale
  • Develop systems for A/B testing, performance monitoring, and continuous model training
  • Create and manage ETL infrastructure to support ML workflows
  • Implement best practices for MLOps, including version control for models and datasets
  • Collaborate with ML Engineers to optimize model performance and resource utilization
  • Ensure the scalability, reliability, and security of ML systems
  • Stay current with the latest advancements in MLOps and cloud technologies
  • Contribute to the development of internal tools and frameworks to improve ML workflow efficiency


Requirements:

  • 3-4 years of experience in software engineering, DevOps, or related field with a focus on ML systems
  • Experience with ML frameworks
  • Experience with cloud platforms, preferably AWS
  • Experience with container runtime architectures, preferably Kubernetes
  • Proficiency with at least one programming language, preferably Python or Typescript
  • Familiarity with CI/CD practices and tools
  • Experience with Infrastructure as Code (IaC) tools like Terraform or CloudFormation
  • Strong understanding of distributed systems and microservices architecture
  • Ability to work in a fast-paced, changing startup environment


Nice to Haves:

  • Experience with distributed computing frameworks (e.g., Apache Spark)
  • Familiarity with ML experiment tracking tools (e.g., MLFlow, Weights & Biases)
  • Knowledge of data versioning and feature store technologies
  • Experience with high-volume, real-time data processing
  • Familiarity with data security and access control for ML systems
  • Experience with cloud cost management and optimization for ML workloads
  • Modern web tech stacks consisting of several of the following: GraphQL, NodeJS, Hasura, Postgres
  • Background in or exposure to the audit and advisory industry
  • Experience presenting technical concepts to non-technical stakeholders
  • Experience mentoring or leading small teams


Benefits:

  • Work Location: Remote
  • 5 days working​


About the company

Infraveo Technologies is a Privately owned IT Company established in 2017. Today we’re proud to have a team of IT Engineers who thrive on rolling up their sleeves and solving your IT problems and meeting your business needs. We are on a mission to exceed your expectations and form a Long-term, mutually beneficial relationship with YOU.

Industry

IT Services and IT Consul...

Company Size

51-200 Employees

Headquarter

Ahmedabad, Gujarat

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