Note: The job is a remote job and is open to candidates in USA. Saransh Inc is looking for a Senior Machine Learning Engineer to work on products related to seismic and well log data. The role involves building and deploying machine learning models with a focus on image processing and time series signal processing.
Responsibilities
- Strong experience in building and deploying machine learning models, with a focus on image processing and time series signal processing
- Experience in training and fine-tuning ML models
- Experience in building and maintaining data pipelines for image and other sensor data
- Experience with ML Ops tools and practices, such as model monitoring, versioning, and deployment
- Experience in working with data labeling tools
- Experience with cloud platforms, GCP in particular. Experience with edge deployments is a plus
Skills
- Strong experience in building and deploying machine learning models, with a focus on image processing and time series signal processing
- Experience in training and fine-tuning ML models
- Experience in building and maintaining data pipelines for image and other sensor data
- Experience with ML Ops tools and practices, such as model monitoring, versioning, and deployment
- Experience in working with data labeling tools
- Experience with cloud platforms, GCP in particular. Experience with edge deployments is a plus
- GCP would be useful, if no such experience, then it's expected that the candidate can quickly learn it before the start, and/or at the beginning of the engagement
- Proficiency in TensorFlow and PyTorch
- Protocol Buffers
- Containers
Company Overview