Machine Learning Engineer Jobs in Bangalore - Mobileum
Machine Learning Engineer
Mobileum
Expired
Posted: 01 Mar 21
Job Description
Responsibilities
- Work with Data Scientists to packaging and operationalizing ML pipelines in production
- Create scalable Real-time prediction applications on high-volume data using Kafka, SparkML, Pyspark, Kubernetes, etc.
- Create feature engineering pipelines to process high-volume, multi-dimensional, unstructured( audio, video, NLP ) data at scale
- Evaluate and integrate ML libraries/algorithms from open-source libraries - Python, Spark ML, H2O. ai, Java in ML Workbench
- Automate exploratory analysis with standard statistical analysis and visualisations
- Provide framework for embedding, sharing and deploying ML models/APIs across applications using Kubeflow, MLflow, MLeap, etc
- Work with Data-scientists to write new algorithms and analytical functions in Python, Java or Scala
- B. Tech/BE in Computer Science or Applied Mathematics Mobileum.
- Proprietary and Confidential.
- Hands-on experience of developing real-time applications using spark streaming and Kafka, etc
- Well familiar with ML and Deep-learning libraries implementation - PyTorch, Keras, Tensor-flow, sklearn, Dask, etc
- Understanding of multi-dimensional and probabilistic data-structures -Graph, Tensor, Tree, Arrays, Vectors, etc
- Understanding of data transformations and analytics functions on high-volume data- join, group by, filter, aggregation, lag, count distinct
- Hands-on experience of handling unstructured data - Image, Video, Audio, text
- Good knowledge of linear algebra, probability, statistics and algorithms
- Ability to write robust code in Python, Java/Scala
- Understanding of end-to-end ML project lifecycle
- Familiarity with any Cloud ML workbench - Azure, SageMaker, GoogleAI is a plus
- 5+ years of work-experience as a Machine Learning Engineer.
Job Particulars
Role engineer core non it
Education BE/B.Tech, Other Course
Who can apply Freshers and Experienced (0 to 3 Years )
Hiring Process Face to Face Interview
Employment Type0
Job Id1132932
Job Category Core Technical
Locality Address
State Karnataka
Country India
About Company
Mobileum
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