Senior AI/ML Developer
3 weeks ago
Job Summary:
We are seeking a highly skilled Senior AI/ML Developer to join our team at United Software Group. As a key member of our AI/ML team, you will be responsible for designing, developing, and validating AI/ML solutions leveraging Python and SQL for US Healthcare Customers.
Key Responsibilities:
* Participate in research, design, implementation, and optimization of Machine learning Models
* Hands on experience in Python
* Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products
* Build data ingest and data transformation platform
* Identify transfer learning opportunities and new training datasets
* Build AI models from scratch and help product managers and stakeholders understand results
* Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
* Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
* Verifying data quality, and/or ensuring it via data cleaning
* Supervising the data acquisition process if more data is needed
* Defining validation strategies
* Defining the pre-processing or feature engineering to be done on a given dataset
* Training models and tuning their hyperparameters
* Analysing the errors of the model and designing strategies to overcome them
* Deploying models to production
* Create APIs and help business customers put results of your AI models into operations
Requirements:
* Bachelor's in computer sciences or similar
* At least 0-2 years hands-on programming experience working on enterprise products
* Demonstrated proficiency in multiple programming languages with a strong foundation in a statistical platform such as Python
* Knowledge in Deep Learning/Machine learning, Artificial Intelligence
* Knowledge in building AI models using algorithms of Classification & Clustering techniques
* Knowledge in visualizing and manipulating big datasets
* Strong in MS SQL
* Acumen to take a complex problem and break it down to workable pieces, to code a solution
* Excellent verbal and written communication skills
* Ability to work in and define a fast pace and team focused environment
* Ability to deploy large scale solutions to an enterprise estate
* Strong interpersonal skills
* Understanding of Revenue Cycle Management processes like Claims filing and adjudication is a plus
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