Infrastructure Engineer
- Upwork
- 4 - 7 years
- Remote
- 5 months ago
- Email to a friend
- Report this job
Job Description
- Design, implement, and optimize distributed systems and infrastructure components to support large-scale machine learning workflows, including data ingestion, feature engineering, model training, and serving.
- Develop and maintain frameworks, libraries, and tools that streamline the end-to-end machine learning lifecycle, from data preparation and experimentation to model deployment and monitoring.
- Architect and implement highly available, fault-tolerant, and secure systems that meet the performance and scalability requirements of production machine learning workloads.
- Collaborate with machine learning researchers and data scientists to understand their requirements and translate them into scalable and efficient software solutions.
- Stay current with advancements in machine learning infrastructure, distributed computing, and cloud technologies, integrating them into our platform to drive innovation.
- Mentor junior engineers, conduct code reviews, and uphold engineering best practices to ensure the delivery of high-quality software solutions.
- Strong technical expertise in designing and building scalable ML infrastructure.
- Experience with distributed systems and cloud-based ML platforms.
- Proficiency in programming languages such as Python, Java, or Scala.
- Deep understanding of ML workflows, including data pipelines, model training, and deployment.
- Passion for innovation and eagerness to implement the latest advancements in ML infrastructure.
- Strong problem-solving skills and ability to optimize complex systems for performance and reliability.
- Collaborative mindset with excellent communication skills to work across teams.
- Ability to thrive in a fast-paced, dynamic environment with evolving technical challenges.
Job Classification
Industry: InternetFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data Science & Machine Learning - OtherEmployement Type: Full timeContact Details:
Company: Upwork Location(s): Remote+ View Contact
Keyskills: Training Machine learning SCALA Infrastructure Deployment Medical insurance Distribution system Software solutions Monitoring Python
Fraud Alert to job seekers!
₹ Not Disclosed
Similar positions
Job Listings
We are in open beta version of website, please let us know if any issues, at: info(at)indigojobs.in