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We are seeking experienced AI/ML Engineers with strong background in data science, machine learning algorithms, and practical knowledge of AI techniques to join our team. The ideal candidates should have hands-on experience with Azure-based AI tools and be proficient in building AI models using TensorFlow, PyTorch etc. The role requires a solid understanding of machine learning concepts and the ability to develop and optimize AI models for our diverse product lines.
Job Responsibility:
Design, develop, and implement machine learning models and algorithms for solving complex business problems for our different product platforms spanning diverse verticals like Logistics & Maritime
Collaborate with cross-functional teams to understand business requirements and translate them into AI/ML solutions
Explore and pre-process large datasets to ensure data quality and relevance for model training
Utilize AWS or Azure-based cloud services for data storage, processing, and model deployment
Build and optimize AI models like TensorFlow to achieve high performance and accuracy
Conduct model training, parameter tuning, and performance evaluation to continuously improve model performance
Keep up-to-date with the latest advancements in AI/ML technologies and contribute to the research and adoption of new techniques
Perform data analysis and visualization to provide insights and support data-driven decision-making
Work on bringing out AI-driven features to our various products to enhance automation, prediction, and recommendation capabilities
Develop and maintain documentation for AI models, data pipelines, and experiments
Requirements:
Bachelor’s or Master’s degree in Engineering Science, Data Science, or related field
3-4 years of relevant experience in AI/ML techniques, model building, and data science
Proficiency in programming languages like Python, R, or Java for data manipulation and model implementation
Strong knowledge of machine learning algorithms, including supervised and unsupervised learning, regression, classification, and clustering
Hands-on experience with AWS or Azure-based tools for data storage, processing, and cloud-based AI services
Familiarity with popular AI frameworks like TensorFlow, PyTorch, Keras or Scikit-learn for model development
Demonstrated ability to work on end-to-end AI/ML projects, from data exploration and pre-processing to model deployment
Solid understanding of data structures, data wrangling, and feature engineering techniques
Strong analytical and critical thinking skills, with a keen eye for detail
Excellent communication and collaboration skills to work effectively in a team environment
Ability to work with diverse product teams in multiple verticals
Nice to have:
Experience in working with AI/ML for Logistics and Maritime products
Understanding of business challenges any of the above industries
Prior experience in integrating AI/ML into existing products
Experience in deep learning, natural language processing (NLP), or computer vision is a plus