Ml Engineer
Year Hyderabad, Telangana, India
Job Description
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Role : ML EngineerLocation : HyderabadDuration : Full time permanentJob ScopeResponsibilities
- Build and improve machine learning and analytics platforms by shifting on premise tools/applications onto GCP
- Apply cutting edge technologies and tool chain in big data and machine learning to build machine learning and analytics platform.
- Keep innovating and optimizing the machine learning workflow, from data exploration, model experimentation/prototyping to production.
- Provide engineering solution and framework to support machine learning and data-driven business activities at large scale.
- Perform R&D on new technologies and solutions to improve accessibility, scalability, efficiency and us abilities of machine learning and analytics platform.
- Work with data scientists to build end-to-end machine learning and analytics solution to solve business challenges.
- Turn advanced machine learning models created by data scientists into end-to-end production grade system.
- Build analytics platform components to support data collection, exploratory, and integration from various sources being data API, RDBMS, or big data platform.
- Optimize efficiency of machine learning algorithm by applying state-of-the-art technologies, i.e. distributed computing, concurrent programming, or GPU parallel computing.
- Establish, apply and maintain best practices and principles of machine learning engineering.
- Study and evaluate the state of the art technologies, tools, and frameworks of machine learning engineering.
- Contribute in creation of blueprint and reference architecture for various machine learning use cases.
- Support the organization in transformation towards a data driven business culture.
- PhD/Masters/Bachelors in Computer Science, Computer Engineering, Statistics, Applied Mathematics, or related disciplines.
- 8+ years of experience in software engineering or DevOps automation or data engineering
- 5+ years GCP experience, preferably within a Machine Learning Engineering context
- Excellent understanding of software engineering principles and design patterns.
- Excellent programming skills in Python
- Hands-on experience in containerization/ virtualization platforms, e.g. Docker/Kubernetes.
- Exposure to data science and machine learning technologies and methodologies.
- Good working knowledge of high performance computing, parallel data processing, and big data stack, e.g. Ray or Spark
- Experience to one or more NoSQL databases is a big plus.
- Experience or Cloudera Data Science Workbench, is a big plus.
- Passion about machine learning and data-driven intelligence system.
- Excellent communication and presentation skills in English.
- Team player, self-starter, ability to work on multiple projects in parallel is necessary.
- Experience working in multi-cultural environments
- Day shift
- total work: 4 years (Required)
- Python: 3 years (Required)
- Microservices: 2 years (Required)
- Java: 2 years (Required)
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Job Detail
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Job IdJD3340187
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IndustryNot mentioned
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Total Positions1
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Job Type:Full Time
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Salary:Not mentioned
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Employment StatusPermanent
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Job LocationHyderabad, Telangana, India
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EducationNot mentioned
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ExperienceYear