MLOps Engineer
Apply NowCompany: Futran Tech Solutions Pvt. Ltd.
Location: Atlanta, GA 30349
Description:
Job Description:
We need candidates able to develop a full scale python application leveraging object oriented best practices like inheritance and understanding how to package code so that it is easily stored in a repository and accessed by other developers. Candidates that can showcase significant experience in this area would be ideal.
Responsible for operationalizing ML models and putting in mechanisms to monitor model/data drift. Should be able to create data engineering pipelines to handle and process real time as well as batch data to create features for model
Required Experience
- 6+ years of recent python development experience
- experienced Machine Learning engineer with knowledge of mlops, monitoring production models for drift ( model/data)
- 2+ years experience in operationalizing ML models at scale and understanding of feature engineering.
- experience with real-time data engineering with pyspark, knowledge of GCP Dataproc, Composer, BQ. Strong SQL
- 1+ years working with Grafana
- 3+ years with pandas
Optional
- experienced full stack developer using python for backend and any other language for other layers.
- FastAPI, Django etc is a plus
We need candidates able to develop a full scale python application leveraging object oriented best practices like inheritance and understanding how to package code so that it is easily stored in a repository and accessed by other developers. Candidates that can showcase significant experience in this area would be ideal.
Responsible for operationalizing ML models and putting in mechanisms to monitor model/data drift. Should be able to create data engineering pipelines to handle and process real time as well as batch data to create features for model
Required Experience
- 6+ years of recent python development experience
- experienced Machine Learning engineer with knowledge of mlops, monitoring production models for drift ( model/data)
- 2+ years experience in operationalizing ML models at scale and understanding of feature engineering.
- experience with real-time data engineering with pyspark, knowledge of GCP Dataproc, Composer, BQ. Strong SQL
- 1+ years working with Grafana
- 3+ years with pandas
Optional
- experienced full stack developer using python for backend and any other language for other layers.
- FastAPI, Django etc is a plus