Machine Learning Engineer

3 weeks ago


bangalore, India Emids Full time
Job Title: Senior Software Engineer
Experience: 4 to 8 years
Job Location : Noida/Bangalore
Role Overview:
We are seeking a highly skilled AI/ML Engineer to join our dynamic team. As an AI/ML Engineer, you will be responsible for analyzing underlying data sources and sets, identifying relationships and correlations, building machine learning models, and conducting thorough feasibility checks for
patient scheduling solutions. You will play a pivotal role in the design, development, testing, and
deployment of AI-powered solutions aimed at optimizing patient scheduling processes.
Responsibilities:
• Analyse Data: Collaborate with cross-functional teams to understand data requirements and identify relevant data sources. Analyse and preprocess data to extract valuable insights and ensure data quality.
• Model Development: Develop and implement machine learning models to address patient scheduling challenges. Utilize advanced algorithms and techniques to optimize scheduling
processes and improve efficiency.
• Hypothesis Testing: Test hypotheses and validate assumptions through rigorous experimentation and analysis. Conduct feasibility checks to assess the viability and effectiveness of proposed solutions before deployment.
• Solution Design: Work closely with stakeholders to define requirements and translate business objectives into technical specifications. Design scalable and robust AI solutions tailored to meet specific client needs.
• Evaluation and Optimization: Evaluate model performance using appropriate metrics and iterate on solutions to enhance performance and accuracy. Continuously optimize algorithms and models to adapt to evolving business requirements.
• Collaboration: Collaborate with data engineers, software developers, and domain experts to integrate AI/ML solutions into existing systems and workflows. Ensure seamless deployment and integration of solutions within client environments.
• Documentation and Reporting: Document methodologies, findings, and outcomes in clear and concise reports. Communicate results effectively to technical and non-technical stakeholders and provide actionable insights for decision-making.
Requirements:
• Bachelor’s or master’s degree in computer science, Engineering, Statistics, or a related field. Ph.D. preferred.
• Proven experience in data analysis, machine learning, and AI model development, preferably in the healthcare domain.
• Proficiency in programming languages such as Python, R, and familiarity with python notebooks
for model development and libraries such as TensorFlow, PyTorch, scikit-learn, etc.
• Strong understanding of statistical methods, data mining techniques, and predictive modelling.
• Experience with data preprocessing, feature engineering, and model evaluation.
• Excellent problem-solving skills and the ability to think critically and analytically.
• Strong communication and interpersonal skills, with the ability to collaborate effectively in a team environment.
• Proven track record of delivering high-quality solutions on time and within budget.
• Knowledge of healthcare standards and regulations (e.g., HIPAA) is a plus.
• Ability to adapt to a fast-paced, dynamic work environment and learn new technologies quickly.
Join us and be part of a talented team dedicated to driving innovation and making a positive
impact in the healthcare industry. If you are passionate about leveraging AI and ML torevolutionize
patient scheduling processes, we want to hear from you

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