Published on April 25, 2025. Modified on May 12, 2025.
Role : Machine Learning Engineer.
Location : Bangalore, HSR Layout.
Experience Level : 5 - 8 years.
Job Description :
- Fundamental knowledge of supervise and unsupervised learning and their applications in real world business scenarios.
- Familiarity with End-2-End Machine Learning model development life cycle.
- Experience in creating data processing pipelines and API development (Fast API).
- Experience with deploying and maintaining ML/DL models in production, model monitoring, and knowledge of concept/data drift, model reproducibility, code, model, and data versioning.
- Experience with SQL and No SQL, MLflow, Git Hub, docker, Kubernetes, ELK, or similar stack.
- Hands on with text and image processing: cleaning, transformations, and data preparation for modelling.
- And should be comfortable with libraries like Pandas, Num Py, Open CV, PIL, Spacy, transformers etc.
- Should have working knowledge of machine learning frameworks like Scikitlearn, Py Torch/ Tensorflow/Keras.
- Experience with cloud computing platforms like GCP and AWS.
- Should understand LLMs, Open AI API, model fine-tuning and prompt engineering.
- Exposure to CI/CD principles and associated tools.
Good to have :
- Experience with deep learning frameworks.
- Strong experience in programming and statistics.
- Excellent verbal and written communication skills.
- Highly developed attention to detail Strong presentation skills.
- Ability to work well in a team environment.
- Excellent problem-solving skill.
