AI Development Specialist

Job Title: AI Development Specialist

This role involves creating and implementing AI-based solutions to automate business processes and enhance self-service applications.

Key Responsibilities:

• Develop automation solutions using AI and machine learning to streamline business processes and improve efficiency.
• Design, develop, and deploy AI-based solutions to automate complex tasks.
• Implement advanced algorithms and models to enhance the performance and accuracy of self-service applications.
• Integrate AI-driven automation tools with existing systems and workflows.
• Ensure scalability and reliability of AI solutions in production environments.

Research and Innovation:

• Stay updated with the latest advancements in AI and machine learning technologies.
• Experiment with new techniques and methodologies to improve the capabilities of AI-based solutions.
• Explore innovative ways to leverage AI for automating complex tasks.
• Publish findings and contribute to the AI/ML community through papers, presentations, and conferences.

Automation Development:

• Identify opportunities for automating business processes using AI and machine learning.
• Develop and implement AI-driven automation solutions to optimize workflows and reduce manual intervention.
• Collaborate with process experts to understand process requirements and design appropriate AI solutions.
• Monitor and evaluate the performance of automation solutions, making necessary adjustments to improve efficiency.

Integration and Management:

• Integrate AI-based solutions with existing enterprise systems and applications.
• Ensure seamless deployment of AI-driven automation tools across various functions and business units.
• Develop APIs and microservices to facilitate the integration of AI solutions with other software systems.
• Provide technical support and troubleshooting for deployed AI solutions, ensuring minimal downtime and disruption.

Qualifications and Experience:

• Bachelor's Degree in computer science, engineering, information technology or a relevant degree from a recognized University.

• Minimum of 3-5 years of experience in AI/ML development, with a focus on AI-based solutions.
• Proficiency in Python, Java, or other relevant programming languages.
• Experience with TensorFlow, PyTorch, Keras, and other AI/ML frameworks.
• Strong understanding of NLP techniques and applications.
• Knowledge of cloud AI/ML platforms like Vertex AI, ML Studio, AI Foundry.
• Knowledge of ML techniques: Decision Trees, Random Forest, Boosting Algorithm, Neural Networks, Deep Learning, Support Vector Machines, Clustering, Bayesian Networks, Reinforcement Learning, Feature Reduction / Engineering, Anomaly Deduction, Natural Language Processing (including Sentiment Analysis, Topic Modelling), Natural Language Generation.
• Proficiency in data preprocessing, feature engineering, and data visualization.
• Exposure to frameworks from LangChain.
• Experience with deploying models using Docker, Kubernetes, or similar technologies.
• Proficiency with version control systems like Git.
• Experience in developing and integrating APIs and microservices.
• Experience with automation frameworks and tools.
• Experience with voice recognition and synthesis technologies.
• Familiarity with reinforcement learning and other advanced ML techniques.
• Contributions to open-source AI/ML projects.
• Understanding of CI/CD pipelines and DevOps practices.
• Knowledge of machine learning and artificial intelligence.
• Strong analytical & problem-solving skills with the ability to think critically & creatively about complex business problems.
• Excellent communication and leadership abilities.
• Ability to work collaboratively in a team environment.
• Familiarity with Agile methodologies.