XPT SoftwareAustralia PTY Ltd, incorporated in ****, is a Software Services company
XPT works with top clients across Australia in Banking, Insurance, Telecom, Retail, Energy, Mining and Manufacturing domains
We have 120+ technocrats in Australia working at our client locations
XPT SoftwareAustralia is part of group companies which has global presence across India & Europe
We have served 100+ clients globally, fulfilling their onsite-offshore needs
This is a remote position.
Key Responsibilities
Design and develop AI-driven solutions that address strategic business needs and enhance enterprise capabilities
Transform existing business processes to be AI-first or AI-enabled, ensuring seamless integration with current systems
Collaborate with cross-functional teams to identify AI opportunities and create roadmaps for AI implementation
Design within industry standards User Experience, Security, Financial discipline and Responsible AI guidelines and frameworks
Develop and maintain AI models, ensuring their relevance and effectiveness in addressing business challenges
Implement model management and AI governance practices to ensure compliance, transparency, and ethical AI usage
Integrate AI solutions into enterprise systems and workflows, optimizing for performance and scalability
Conduct thorough testing and validation of AI models to ensure accuracy, reliability, and robustness
Model Development: Design, develop, and optimize AI and ML models to meet specific project needs
Data Analysis: Perform data collection, cleansing, and preprocessing to prepare robust datasets for modeling
Algorithm Selection: Assess and select appropriate algorithms and tools for model creation
Performance Evaluation: Evaluate model performance using relevant metrics and refine models as needed
Documentation: Maintain detailed documentation of model development processes, parameters, and outcomes
Collaboration: Work closely with cross-functional teams to integrate AI solutions into business operations
Innovation: Stay updated with the latest advancements in AI and ML technologies and implement best practices
Technical Disciplines
Data Science: Proficiency in data analysis, data mining, and data visualization techniques to extract valuable insights from large datasets
Modelling: Expertise in developing and deploying machine learning models, including supervised, unsupervised, and reinforcement learning techniques
Process Design: Ability to design and optimize business processes, ensuring they are aligned with AI capabilities and objectives
Model Management: Experience in model lifecycle management, including versioning, monitoring, and retraining of AI models
Model and AI Governance: Knowledge of best practices in AI governance, including ethical considerations, bias mitigation, and regulatory compliance
Required Skills and Competencies
Data Science (DATS): Proficiency in data science techniques and methodologies to analyze complex datasets
Machine Learning (MLNG): Expertise in machine learning frameworks, libraries, and tools
Programming (PROG): Strong programming skills in languages such as Python, R, or Java
Analytics (INAN): Ability to derive insights from data through statistical and analytical methods
Algorithm Design (ALDS): Knowledge of algorithm design principles and their application in solving real-world problems
Business Analysis (BUAN): Understanding business requirements and translating them into technical solutions
Testing (TEST): Experience with model testing, validation, and quality assurance processes
Project Management (PRMG): Skills in managing AI/ML projects from conception to deployment
Qualifications
Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, or a related field
3+ years of experience in designing and implementing AI and ML models
Strong problem-solving skills and a proactive approach to identifying solutions
Excellent communication skills to convey complex technical concepts to non-technical stakeholders
Experience with cloud platforms like AWS, Azure, or Google Cloud is a plus
About XPT
XPT Software Australia PTY Ltd, incorporated in ****, is a Software services company catering to a vast variety of clients across Australia in Banking, Insurance, Telecom, Mining and Manufacturing etc domains
We have 90+ technocrats in Australia working at our client project locations at Melbourne, Sydney, Brisbane, Perth, Adelaide etc
We engage with our clients for their IT services, R&D, Staff augmentation and Permanent hiring needs for Australia
XPT Software Australia is part of group companies which has global presence across India (Bengaluru, Chandigarh), Europe (Berlin, Sweden, Poland)
We have served 100+ clients globally fulfilling their onsite-offshore needs through local hiring or sponsored work visas
With our strengths and capabilities, we aspire to support GLOBAL OEMs, Tier 1, Tier 2 companies in Automotive, Aerospace, BFSI, Consumer/Healthcare and Telecom space
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