United Software Group Inc. - Canada
AI/ML Senior Developer
6 days agoPayCompetitive
LocationRemote
Employment typeFull-Time
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Job Description
- Req#: JPC - 10181761
- 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 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
- Bachelor’s in computer sciences or similar. Masters preferred.
- 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
Job Title: AI/ML Senior Developer
100% Remote
12 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.
Position General Duties and Tasks:
Job description:
About the company
United Software Group, Inc. (USG) is a Global Information Technology Consulting Company established in the year 2002 with its Headquarters in Columbus-Ohio, USA. USG is operating a business in 6 countries USA, Mexico, Canada, UK, Ireland and India. USG is a Minority Owned Enterprise (MBE) offering IT consulting, Talent Management and Staff Augmentation Solutions to its Clients. USG is recognized by INC5000 as Americas Fastest-Growing Private Companies and is honored with A+ rating by BBB as a mark of a trustworthy customer-oriented organization. USG’s services are based on requirements specified by operational business users from different industries such as Banking & Financial, Consumer Good and Distribution, Telecommunication, Insurance, Engineering, Healthcare, Life Sciences, Retail, Manufacturing and Automotive.