Machine Learning Engineer - III (Extraction)
$130,000–$200,000 year
On-site · Bengaluru, Karnataka, India
Job Summary
The Machine Learning Engineer III will design and implement machine learning, deep learning, classical computer vision (CV) and natural language processing (NLP) algorithms focused on data extraction. Key responsibilities include deploying models as AWS SageMaker endpoints, maintaining production-quality code, and staying updated on advancements in the field. Applicants should possess strong programming skills, demonstrate experience with ML model deployment, and have at least 6 years of relevant experience in the industry.
Required Qualifications
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field.
- A minimum of 6+ years of commercial experience in the field of computer vision, ML or a related area, not including time spent studying (5 years with Master’s).
- Proficiency in computer vision, deep learning and natural language processing techniques.
- Proficiency in working with LLMs and VLMs.
- Hands-on experience with PyTorch or TensorFlow, OpenCV, SKLearn, and in developing production-grade Python code.
- Demonstrated experience in implementing best practices for monitoring and maintaining ML models in production environments.
- Experience in building, training, and deploying ML models to production environments.
- Strong communication and problem-solving skills.
Desired Qualifications
- PhD in Computer Science or related field with a specialization in computer vision, deep learning or NLP.
- Experience in developing algorithms for OCR, text extraction and text understanding.
- End to end experience (training, deploying, monitoring) with shipping VLM and LLM models in a production environment.
- Understanding of Spring / Java based system architectures.
- Experience with cloud environments - AWS / GCP.
Apply with one swipe on Sorce. We auto-fill applications and apply on your behalf — no cover letters, no 40-minute forms.
Hiring someone like this?
Get your role in front of qualified candidates on Sorce.