AI Engineer
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Role details
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Job description
We are seeking a dynamic and innovative AI Engineer to join our forward-thinking technology team. In this role, you will harness the power of artificial intelligence and machine learning to develop cutting-edge solutions that drive business insights and operational efficiencies. Your expertise will help shape the future of data-driven decision-making, leveraging advanced AI frameworks and big data technologies. This position offers an exciting opportunity to work on impactful projects that utilize natural language processing, data mining, and model deployment to solve complex problems across diverse domains., * Design, develop, and optimize machine learning models using frameworks such as TensorFlow and other AI tools to address real-world challenges.
- Implement unsupervised learning techniques for pattern recognition, anomaly detection, and data clustering within large datasets.
- Develop scalable ETL (Extract, Transform, Load) pipelines to prepare data from various sources including Hadoop, Spark, and SQL databases for analysis.
- Collaborate with cross-functional teams to design database architectures that support efficient data storage and retrieval for AI applications.
- Deploy models into production environments ensuring robustness, scalability, and performance using cloud platforms like AWS.
- Conduct data mining and analysis to uncover actionable insights from big data repositories and linked data sources.
- Utilize programming languages such as Python, Java, C, and Bash (Unix shell) to automate workflows, process data, and enhance system integration.
- Apply natural language processing techniques to develop intelligent chatbots or language understanding systems.
- Support model training processes by tuning hyperparameters, validating results, and iterating for continuous improvement.
- Stay current with advancements in AI research including quantum engineering applications relevant to machine learning innovations.
Requirements
Do you have experience in SQL?, * Proven experience in developing machine learning models with frameworks such as TensorFlow or similar tools.
- Strong background in big data technologies including Hadoop, Spark, and Talend for large-scale data processing.
- Hands-on experience with SQL and database design principles for managing structured data efficiently.
- Familiarity with cloud services like AWS for model deployment and scalable infrastructure management.
- Knowledge of natural language processing (NLP), data mining techniques, and linked data concepts.
- Programming proficiency in Python, Java, C, VBA or Bash (Unix shell) for automation and system integration tasks.
- Experience working with analytics platforms such as Looker or SAS is a plus.
- Understanding of AI concepts including unsupervised learning methods and model training strategies.
- Excellent problem-solving skills combined with a passion for innovation in AI technology development. Join us to be at the forefront of artificial intelligence innovation-empowering organizations through smarter solutions that transform industries!
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