AI/ML Engineer for Automated Pipeline Development
1 month ago
Infraveo is seeking a highly skilled AI/ML Python Software Engineer (Vision) to lead the development of an automated pipeline for processing unstructured data. This role requires strong expertise in architecting and engineering complex ML automation pipelines.
Responsibilities:- Collaborate with cross-functional teams to solve complex problems and drive innovation.
- Design and implement data scraping solutions to extract valuable insights from multiple sources.
- Contribute to the development of OCR/Computer vision AI/ML technology.
- Develop and deploy multiple experiments to optimize pipeline performance.
- Design and engineer automation pipelines and interfaces to improve efficiency.
- Participate in daily standup meetings and demonstrate progress regularly.
- At least 3 years of experience as a Senior Python Software Engineer.
- Strong expertise in Python, Keras, TensorFlow, and Jupyter.
- Proven experience with AWS cloud services, including Cloud watch, Lambda, Dynamo, API Gateway, S3, SQS, and RDS.
- Experience creating APIs from scratch and integrating with third-party APIs.
- Solid knowledge of database technologies, including Dynamo, PostgreSQL, and SQL, and database schema design.
- Strong experience with logs and troubleshooting.
- Experience with version source control using Git.
- Excellent documentation skills.
- Team-oriented mindset.
- Experience building and training models using CNNs.
- Familiarity with tools like LangChain, LlamaIndex, and Oobabooga.
- Understanding of NLP Data Science principles.
- Remote work arrangement.
- 5-day workweek.
Estimated salary: $120,000 - $180,000 per annum.
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