ML Engineer
1 week ago
Position: ML Engineer (CB35FT RM 3693)
Work mode : Work From Office
Key Responsibilities
Design, develop, and maintain data pipelines for large-scale structured and unstructured
datasets
Apply ML/DL techniques for:
Customer segmentation
Anomaly detection
Sales forecasting and pattern analysis
Recommendation engines
Fine-tune and deploy machine learning models in production using best practices
Design, prompt, and integrate LLM-based modules for tasks like summarization, Q&A, and
code generation
Work on multi-modal LLM tasks involving text, image (CV), and speech (ASR/TTS)
Develop and expose ML APIs using FastAPI/Docker for integration with other systems
Monitor model performance and retrain/update models as required
Collaborate with frontend/backend developers, data teams, and product managers
Required Skills & Experience
3–5 years of hands-on experience in ML/Data Science/Data Engineering roles
Min 2 years hands on experience in Microsoft SQL (T-SQL) Coding, SPOC, Complex SQL Joins,
Data Modelling
Proficient in Python, including libraries like pandas, scikit-learn, PyTorch or TensorFlow
Experience in deploying ML models using FastAPI, Docker, and CI/CD pipelines
Solid understanding of data preprocessing, ETL, and feature engineering
Experience with deep learning and LLMs (e.g., OpenAI, HuggingFace, LLaMA, etc.)
Practical experience with prompt engineering and LLM fine-tuning
Familiarity with multi-modal learning, Computer Vision (e.g., OpenCV, YOLO, CLIP), and Speech
AI (e.g., Whisper, TTS engines)
Strong understanding of ML lifecycle: training, evaluation, monitoring, deployment
Experience with cloud platforms (Azure) is a plus
Ability to write clean, modular, production-grade code
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Job Category: Others
Job Type: Full Time
Job Location: Pune
Experience: 3 - 5 years
Notice period: 0-30 days
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