Data Scientist / Machine Learning
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Job Title : Machine Learning EngineerLocation : RemoteDuration : Long termTax Term : W2Job Description :
- Rapidly develop and deploy production-ready ML models, with a focus on scalability and monitoring across a broad range of applications within healthcare.
- Write efficient, maintainable, and scalable Python code tailored to specific business needs.
- Build high-performance, multi-tenant deployment architectures, and sophisticated model monitoring systems.
- Directly engage with internal stakeholders to incorporate feedback and refine the ML-driven products through quick iteration cycles.
- Uphold stringent security protocols and processes in the deployment and maintenance of machine learning models.
- Drive the continuous advancement of MLOps practices within the healthcare industry by developing innovative solutions and advocating for best practices.
Minimum Qualifications :
- Bachelor's / Master's degree in Engineering, Computer Science (or equivalent experience).
- At least 5+ years of relevant experience as an MLOps Engineer.
- At least 3+ years of experience with transformer-based models and NLP, preferably in a healthcare context.
- Strong track record of fine-tuning, running large-scale training jobs, and managing model servers like vLLM, TGI, or TorchServe.
- Proficiency in data science tools such as Pandas, Notebooks, Numpy, and Scipy.
- Demonstrable experience with both relational and non-relational databases.
- Extensive experience with TensorFlow or PyTorch, and familiarity with HuggingFace.
- Knowledge of model analysis and experimentation frameworks such as MLFlow, W&B, and tfma is preferred.
- Comfortable with a Linux environment and stringent data security practices.
- Must pass a rigorous vetting process, including extensive background checks to ensure the highest standards of data security and integrity.
- Fluent in English communication, both written and spoken.
Required Skills :
- Natural Language Processing (NLP).
- TensorFlow or PyTorch.
- Pandas, Scipy, or Numpy.
Data Scientist / Machine Learning
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