Posted:2 months ago|
Platform:
On-site
Full Time
Hi connections!!
we are hiring for ML Engineer
Senior Machine Learning Engineer
Platform Team • 5+ years • Full-Time • Bangalore
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Role Overview
We are seeking a Senior Machine Learning Engineer with strong expertise in Python, EDA,
ML model development, and hands-on experience in LLMOps using frameworks like
LangChain and LangGraph. You will be instrumental in building and operationalizing
scalable ML solutions on our AI-driven platform.
Location
Bangalore (preferred) | Hybrid options may be considered.
Experience
5+ years in Machine Learning, Data Science, or related fields.
Key Responsibilities
Design and develop ML models using supervised and unsupervised learning techniques
for real-world business applications.
Build, deploy, and manage end-to-end ML pipelines.
Create robust data processing pipelines and APIs (preferably using FastAPI).
Manage deployment and monitoring of ML/DL models, ensuring model reproducibility,
concept/data drift monitoring, and versioning of code, model, and data.
Handle data wrangling and feature engineering for both text and image datasets using
libraries like Pandas, NumPy, OpenCV, PIL, Spacy, and Hugging Face Transformers.
Utilize ML frameworks such as Scikit-learn, PyTorch, TensorFlow, or Keras.
Work with LLMOps frameworks like LangChain, LangGraph, or similar to operationalize
large language models (LLMs).
Implement prompt engineering and fine-tuning techniques for LLMs, including using
APIs such as OpenAI, Mistral, Nova.
Collaborate closely with DevOps to integrate ML workflows with CI/CD pipelines,
Docker, Kubernetes, and cloud platforms like AWS or GCP or Azure.
Contribute to scaling and maintaining ML systems leveraging MLflow, GitHub Actions,
and monitoring stacks like ELK.
Preferred Skills
Deep understanding of cloud-native ML practices and MLOps tools.
Strong programming and statistical analysis skills.
Hands-on experience with deep learning models and computer vision tasks.
Strong verbal and written communication skills.
Highly developed attention to detail and structured problem-solving abilities.
Ability to thrive in collaborative team environments.
Strong presentation skills to articulate technical solutions to non-technical
stakeholders.
Good to Have
Exposure to other LLM ecosystems (e.g., HuggingFace, Open Source LLMs).
Contributions to open-source ML/LLM frameworks.
Knowledge of advanced topics like Reinforcement Learning, GANs, or Diffusion Models.
If you are interested kindly revert on supriya.kataram@codersbrain.com
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