AI/ML Model Developer

1 week ago

Toronto, Canada EXL Full time

EXL (NASDAQ: EXLS) is a global analytics and digital solutions company that partners with clients to improve business outcomes and unlock growth. Our Analytics division provides data-driven, action-oriented solutions to business problems through statistical data mining, cutting edge analytics techniques and a consultative approach. Leveraging proprietary methodology and best-of-breed technology, EXL Analytics takes an industry-specific approach to transform our clients’ decision making and embed analytics more deeply into their business processes. Headquartered in New York, EXL is over 40,000 strong with more than 50 offices spanning six continents. Our Analytics division has a global footprint of nearly 2,000 data scientists and analysts who assist client organizations with complex risk minimization methods, advanced marketing, pricing and CRM strategies, internal cost analysis, and cost and resource optimization within the organization. EXL Analytics serves the insurance, healthcare, banking, capital markets, utilities, retail and e-commerce, travel, transportation and logistics industries.


Please visit www.exlservice.com for more information about EXL Analytics.



Responsibilities:

  • Design, develop, and implement machine learning models and algorithms to solve complex business problems
  • Collaborate with data scientists to translate business requirements into technical AI/ML solutions
  • Pre-process and analyze large datasets to derive insights and build predictive models to increase operational efficiency
  • Develop and maintain end-to-end machine learning pipelines for model deployment and monitoring
  • Optimize and fine-tune machine learning algorithms for performance, accuracy, and efficiency
  • Implement end-to-end machine learning pipelines from data ingestion to deployment and monitoring
  • Develop and maintain documentation for AI models, processes, and methodologies
  • Stay current with industry trends, emerging technologies, and best practices in AI and Machine Learning
  • Contribute to the development of internal tools and frameworks for machine learning projects
  • Collaborate with cross-functional teams to integrate AI solutions into existing systems and workflows
  • Provide mentorship and guidance to team members, conduct performance evaluations, set goals, and ensure the team's productivity and effectiveness

Qualifications:

  • 3-10 years of experience in Machine Learning and AI related model development
  • Proficiency in programming languages such as Python, SQL
  • Strong experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn)
  • Knowledge of data processing tools (e.g., Pandas, NumPy) and data visualization tools (e.g., Matplotlib, Seaborn)
  • Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and their machine learning services
  • Solid understanding of algorithms, data structures, and software development principles
  • Excellent analytical and problem-solving skills, with the ability to work independently and collaboratively
  • Experience with deep learning, natural language processing (NLP), or computer vision preferred
  • Knowledge of version control systems (e.g., Git) and agile development methodologies
  • Familiarity with deployment tools and frameworks (e.g., Docker, Kubernetes) preferred
  • Bachelor’s degree in relevant field (e.g. Data Science, Computer Science, AI/ML, other engineering / management). Advance degree preferred
  • Experience with call center operations and related data hierarchies preferred (but not mandatory)
  • Prior knowledge of Finance and banking preferred

What we offer:

  • EXL Analytics offers an exciting, fast paced and innovative environment, which brings together a group of sharp and entrepreneurial professionals who are eager to influence business decisions. From your very first day, you get an opportunity to work closely with highly experienced, world class analytics consultants.
  • You can expect to learn many aspects of businesses that our clients engage in. You will also learn effective teamwork and time-management skills - key aspects for personal and professional growth
  • Analytics requires different skill sets at different levels within the organization. At EXL Analytics, we invest heavily in training you in all aspects of analytics as well as in leading analytical tools and techniques.
  • We provide guidance/ coaching to every employee through our mentoring program wherein every junior level employee is assigned a senior level professional as advisors
  • The experience at EXL Analytics sets the stage for further growth and development in our company and beyond


Base Salary Range Disclaimer: The base salary range represents the low and high end of the EXL salary range for this position. Actual salaries will vary depending on factors including but not limited to: location and experience. The base salary range listed is just one component of EXL's total compensation package for employees. Other rewards may include bonuses, a Paid Time Off policy, and many region-specific benefits.

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