Role: Senior AI/ML Engineer
Remote
Healthcare Client
We are seeking an experienced AI/ML Engineer with 12+ years of overall software development experience, including 6+ years of hands-on ML engineering with proven track record of delivering production-grade ML systems (prior to 2023). The ideal candidate should have a strong data science background and expertise in building and deploying end-to-end ML/AI solutions.
The role requires proficiency in Python and ML frameworks (NumPy, Pandas, scikit-learn, XGBoost/LightGBM, PyTorch/TensorFlow), along with solid experience in MLOps practices such as model tracking (MLflow), model serving (FastAPI, TorchServe, vLLM), CI/CD, and observability. Candidates should have hands-on experience with agent frameworks (LangChain, LangGraph, AutoGen), RAG architectures, vector databases (FAISS, Pinecone, Weaviate), and classical ML techniques (classification, regression, clustering, anomaly detection, time series).
You will own end-to-end ML/AI projects, including problem definition, data pipelines, modeling, deployment, and monitoring. The role also involves building agentic workflows, ensuring system reliability, and continuously improving performance through monitoring and optimization.
Strong communication skills and the ability to work as an independent contributor while collaborating with cross-functional teams are essential. Experience in fine-tuning smaller language models (SLMs) and mentoring junior team members is a plus.
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