Senior Software Engineer, ML Platform
Senior Software Engineer, ML Platform2
Applications
2
Applications
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.
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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