FASTTEK GLOBALpowered by Fast Switch - Great Lakes
Sholinganallur, Chennai
Specialty Development Senior #1012004Job Description:
- ML engineer to build solutions that transform unstructured data into a form that is easy to derive insights and consume for downstream business needs.
- Data Platform and Engineering Team is responsible for sourcing, transforming, and curating data from structured and unstructured data sources.
- We are currently on an exciting journey to build unstructured data curation and transformation solution to enrich the consumption of unstructured data for business needs.
- The unstructured team has a combination of data scientists, machine learning engineers (MLEs) and data engineers.
- MLEs would be supposed to implement sophisticated machine learning models that can transform unstructured data into a consumable form for business users.
Skills Required:
- Build Deep learning models to understand and derive insights from unstructured data (Multi-modal - text, image, audio, etc.)
- Develop custom transformer architectures to solve business problems in unstructured space.
- Understand business needs and come up with an appropriate solution architecture for the use-case
- Ensure deployment of ML models into production by working closely with data engineers / ML-Ops engineers.
- Use of test-driven Development and code pairing practices (version control).
- Collaborate with other product teams on integrations, testing and deployments.
Skills Preferred:
- Continuously integrate and deploy developed software; modify CI/CD pipeline and scripts as necessary to improve continuous integration practices (Terraform).
- Experience in Google Cloud Platform (GCS, Big Query, Cloud Run, Cloud Build, Pub/Sub)
Experience Required:
- 4 – 7 years of overall experience in machine learning with proven experience in deep learning model training and deployment
- 2+ Years of strong hands-on experience in PyTorch, Hugging face and good understanding of optimizers, learning rate schedulers, etc.
- Experience in distributed GPU compute is preferable.
- 4+ years of hands-on experience with Python programming language.
Experience Preferred:
- problem-solving in data science domain
Education Required:
- Bachelors in C.S. or any equivalent degree
Education Preferred:
- PG in ML / AI