AI/ML Engineer
2 days ago
We are looking for a passionate and skilled AI/ML Engineer with 3–5 years of hands-on experience in designing, developing, and deploying machine learning and AI-driven applications. The ideal candidate should have strong analytical skills, practical experience in ML model development, and the ability to work on end-to-end AI pipelines.
Key Responsibilities
- Develop, train, and optimize ML and deep learning models for various business use cases.
- Build and maintain end-to-end ML pipelines including data ingestion, preprocessing, feature engineering, model training & validation.
- Work with NLP, computer vision, recommendation systems, or predictive models depending on project needs.
- Implement LLM-based solutions, RAG pipelines, prompt engineering, and fine-tuning where applicable.
- Deploy models on cloud platforms (AWS, Azure, GCP, OCI) using MLOps pipelines.
- Collaborate with data engineers, frontend/backend teams, and business stakeholders to deliver production-grade solutions.
- Perform model monitoring, evaluation, and continuous improvement.
- Prepare documentation, architecture diagrams, and conduct performance tuning.
- Conduct AI/ML training sessions for school and colleges, internal knowledge-sharing workshops, and mentor junior team members.
Required Skills
- Strong proficiency in Python, ML libraries (TensorFlow, PyTorch, Scikit-learn) and NLP frameworks (HuggingFace, spaCy).
- Good understanding of ML algorithms, neural networks, transformers, and deep learning fundamentals.
- Experience with LLM fine-tuning, RAG, embeddings, vector databases (Pinecone, Milvus, Chroma).
- Hands-on experience with data preprocessing, feature engineering, and statistical modeling.
- Strong knowledge of REST APIs, microservices, and model deployment (Docker, FastAPI, Flask).
- Experience with cloud services like AWS Sagemaker, Azure ML, GCP Vertex AI, or OCI Data Science.
- Familiarity with Git, CI/CD, and MLOps tools (MLflow, Kubeflow, Airflow).
- Strong problem-solving, communication, and analytical skills.
Job Type: Full-time
Pay: ₹300, ₹649,729.54 per year
Experience:
- Machine learning: 1 year (Required)
- Deep learning: 1 year (Required)
Location:
- Salt Lake, Kolkata, West Bengal (Preferred)
Work Location: In person
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