08 Oct
|
Accelya Group
|
India
08 Oct
Accelya Group
India
For more than 40 years, Accelya has been the industry’s partner for change, simplifying airline financial and commercial processes and empowering the air transport community to take better control of the future. Whether partnering with IATA on industry-wide initiatives or enabling digital transformation to simplify airline processes, Accelya drives the airline industry forward and proudly puts control back in the hands of airlines so they can move further, faster.
Job Title: Specialist - AIML Software Development
Location: Mumbai
Roles & Responsibilities
AI/ML Strategy & Architecture
• Define and own end-to-end AI/ML architectures for business-critical products and platforms.
• Lead technical evaluations and design decisions for machine learning, deep learning, and generative AI initiatives.
• Establish engineering standards, model development practices, and deployment frameworks for AI systems.
• Drive architecture reviews and provide technical guidance on model selection, feature engineering, infrastructure, and deployment strategies.
• Produce technical design documents,
architecture decision records (ADRs), and solution blueprints for AI initiatives.
• Evaluate emerging AI technologies and determine their applicability to business problems.
Machine Learning & Predictive Modeling
• Architect and oversee production machine learning systems across classification, regression, forecasting, recommendation, optimization, and anomaly detection use cases.
• Lead advanced feature engineering, model selection, hyperparameter optimization, and model evaluation initiatives.
• Design robust experimentation frameworks for evaluating model performance and business impact.
• Establish standards for training, validation, testing, and deployment of machine learning models.
• Address challenges related to model drift, bias, explainability, fairness, and performance degradation in production.
• Drive adoption of best practices in statistical modeling and predictive anal
📌 Specialist Aiml Software Development Mumbai (India)
🏢 Accelya Group
📍 India