United Software Group Inc company
Job Posting Title: AI/ML Senior Developer
Location: Nova Scotia, CA (100% Remote)
9 Months Contract
Position's Overview Required:
The candidate would play the role of an AI/ML Senior Developer/Team Lead participating in Designing, Developing and validating AI/ML solutions leveraging Python / SQL for US Healthcare Customers.
Position General Duties and Tasks:
• Participate in research, design, implementation, and optimization of Machine learning Models
• Help AI product managers and business stakeholders understand the potential and limitations of AI when planning new products Understanding of Revenue Cycle Management processes like Claims filing and adjudication
• Hands on experience in Python
• 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 hyper parameters
• 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
Skills
• At least 5 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, R, SAS, or MatLab. 3+ years project Experience in Deep Learning/Machine learning, Artificial Intelligence
• Experience in building AI models using algorithms of Classification & Clustering techniques
• Expertise 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
• Understanding of Revenue Cycle Management processes like Claims filing and adjudication is a plus
