United Software Group Inc. - Canada

AI/ML Senior Developer

6 days ago

PayCompetitive
LocationRemote
Employment typeFull-Time

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  • Job Description

      Req#: JPC - 10181761

      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:

      • 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

      Job description:

      • 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
  • 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.