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Machine Learning Operations Engineer
4 days ago
Job Summary:
As a Senior Machine Learning Operations (MLOps) Engineer, you will be instrumental in deploying robust, scalable machine learning solutions. You will ensure these are tailored to meet the expansive needs of a client in healthcare services. This role demands a high level of proficiency in machine learning technologies and programming, coupled with rigorous vetting processes to maintain the highest standards of data integrity and security.
Key Responsibilities
:• 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 our specific business need
s• Build high-performance, multi-tenant deployment architectures and sophisticated model monitoring systems
• Directly engage with internal stakeholders to incorporate feedback and refine our 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
Requirement
s:Minimum 3 years of experience with transformer-based models and NLP, preferably in a healthcare contex
t.• Strong track record of fine-tuning, running large-scale training jobs, and managing model servers like vLLM, TGI, or TorchServ
e.• Proficiency in data science tools such as Pandas, Notebooks, Numpy, Scip
y.• Experience with both relational and non-relational database
s.• Extensive experience with TensorFlow or PyTorch, and familiarity with HuggingFac
e.• Knowledge of model analysis and experimentation frameworks such as MLFlow, W&B,and tfma is preferre
d.• Comfortable with a Linux environment and stringent data security practice
s.• Must pass a rigorous vetting process, including extensive background checks to ensure the highest standards of data security and integrit
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