AI/ML Senior Developer

United Software Group Inc; Halifax; Remote; CAD 80,000 - 120,000; Full time

Job summary

An innovative firm seeks an AI/ML Senior Developer to lead the design and implementation of cutting-edge AI solutions for healthcare clients. This role is pivotal in developing machine learning models and platforms that enhance Revenue Cycle Management processes. You'll collaborate with cross-functional teams, ensuring the successful deployment of AI technologies while addressing complex challenges in the healthcare domain. If you are passionate about AI and want to make a significant impact in the healthcare sector, this opportunity is perfect for you. Join a dynamic team and contribute to transformative projects that shape the future of healthcare technology.

Qualifications

• 5+ years of programming experience on enterprise-level products.
• Strong proficiency in Python and experience in AI/ML fields.

Responsibilities

• Design and develop AI/ML models for healthcare solutions.
• Collaborate with stakeholders to align AI capabilities with business needs.

Skills

Python

R

SAS

MatLab

Deep Learning

Machine Learning

Artificial Intelligence

Data Visualization

Communication Skills

Problem-Solving

Education

Bachelor's in Computer Science

Master’s degree

Tools

MS SQL

Job description

Direct message the job poster from United Software Group Inc

Client Service Manager || Managed Service Provider (MSP) Services| Client Services & Delivery

Job Title: AI/ML Senior Developer

Location: Nova Scotia, CA (Remote)

Position Overview:

The AI/ML Senior Developer/Team Lead will be responsible for designing, developing, and validating AI/ML solutions, leveraging Python and SQL, for US Healthcare Customers. The role requires an individual who can lead a team while ensuring the successful implementation of AI/ML models and solutions, with a strong understanding of healthcare industry requirements, specifically in Revenue Cycle Management processes.

Key Responsibilities:

• AI/ML Model Development: Design, develop, and optimize machine learning models to address business needs in the healthcare domain.
• Collaboration with Stakeholders: Work closely with AI product managers and business stakeholders to help them understand the capabilities and limitations of AI when planning new products.
• Revenue Cycle Management: Utilize understanding of Revenue Cycle Management processes such as claims filing and adjudication to inform AI model development.
• Data Platform Development: Develop platforms for data ingestion and transformation, ensuring seamless integration of various datasets.
• AI Model Design: Build AI models from scratch, identifying opportunities for transfer learning and creating new training datasets.
• Model Evaluation: Analyze various ML algorithms, ranking them by their success probability, and assess their effectiveness for solving specific problems.
• Data Visualization: Explore and visualize data to understand distribution variations that could affect model performance in real-world deployment.
• Data Quality Management: Oversee data quality verification, ensuring it through data cleaning processes.
• Model Validation: Define validation strategies and preprocessing or feature engineering methods for given datasets.
• Model Training & Tuning: Train models, tune hyperparameters, and analyze errors to design strategies for model improvement.
• Model Deployment: Deploy models to production, integrating them into operational systems via API creation and ensuring smooth operationalization.

Qualifications:

Education:

• Bachelor's in Computer Science or related field.
• Master’s degree is preferred.

Experience & Skills:

• At least 5 years of hands-on programming experience working on enterprise-level products.
• Strong proficiency in multiple programming languages, with an emphasis on Python, R, SAS, or MatLab.
• 3+ years of experience in Deep Learning, Machine Learning, and Artificial Intelligence.
• Experience building AI models using Classification and Clustering techniques.
• Expertise in visualizing and manipulating large datasets.
• Strong experience with MS SQL and related technologies.
• Ability to break down complex problems and develop feasible solutions.
• Excellent verbal and written communication skills to interact with cross-functional teams and stakeholders.
• Proven record of delivering successful projects in a fast-paced, team-oriented environment.
• Ability to deploy large-scale solutions to an enterprise environment.
• Interpersonal skills to lead teams and collaborate effectively.
• Familiarity with Revenue Cycle Management processes (e.g., claims filing and adjudication) is a plus.
• Ability to work under pressure while maintaining high standards of work.
• Passion for advancing AI/ML capabilities in healthcare settings

Seniority level

• Mid-Senior level

Employment type

• Contract

Job function

• Information Technology
• Industries
• IT Services and IT Consulting