Job DescriptionAs an Applied AI Engineer at SOCOTEC, you will be responsible for designing, developing, and deploying AI models that enhance our chatbot program and other AI-driven solutions. You will collaborate with cross-functional teams, including data scientists, software engineers, and business stakeholders, to integrate advanced AI technologies that address real-world challenges within our industry. You will focus on building scalable, efficient, and accurate machine learning pipelines while staying at the forefront of the latest AI advancements.
- Developing AI Models: Design and implement machine learning models tailored to natural language processing (NLP) and other AI applications within our chatbot and enterprise systems.
- Collaborating with Cross-Functional Teams: Work closely with product managers, data scientists, and software engineers to translate business requirements into intelligent AI-driven solutions.
- Building and Maintaining AI Pipelines: Create and optimize end-to-end machine learning pipelines, from data preprocessing to model deployment, ensuring scalability and performance.
- Optimizing Model Performance: Continuously fine-tune and improve the accuracy, speed, and robustness of AI models, leveraging techniques like hyperparameter tuning and model optimization.
- Implementing Best Practices in AI/ML Development: Ensure the reliability and quality of AI models by following best practices for training, testing, and model evaluation.
- Integrating AI Solutions: Work closely with backend engineers to integrate AI models into production environments using tools like LangChain and cloud services.
- Staying Updated with AI/ML Trends: Keep up with the latest developments in AI, machine learning, and natural language processing, applying new techniques to improve our technology stack.
- Documentation: Provide detailed documentation of AI workflows, models, and algorithms to facilitate collaboration and ensure long-term maintainability.
- Perform all duties as assigned by your manager
Qualifications- Proficiency in Python and experience with AI/ML libraries such as Scikit-learn, TensorFlow, PyTorch, and Hugging Face.
- Strong understanding of natural language processing (NLP) and experience building chatbot or conversational AI systems.
- Hands-on experience with AI model development, including data preprocessing, model training, evaluation, and deployment.
- Familiarity with AI/ML tools like Jupyter Notebook and cloud platforms such as AWS, GCP, or Azure.
- Experience with version control systems (e.g., Git, GitHub) and agile development methodologies.
- Ability to optimize model performance and scale AI solutions for production use.
- Experience with frameworks like LangChain for building conversational AI workflows.
- The ideal candidate should have at least 2-5 years of experience
Preferred Qualifications- Familiarity with reinforcement learning, transfer learning, or other advanced AI techniques.
- Knowledge of model monitoring, A/B testing, and continuous improvement strategies for AI systems.
- Experience with containerization tools like Docker for deploying AI solutions.
- Passion for exploring and implementing the latest advancements in AI technology.
We are seeking a creative and detail-oriented individual who is passionate about building and deploying AI-driven solutions. If you thrive in a collaborative environment and are excited about shaping the future of AI at SOCOTEC, we encourage you to apply.
Additional InformationFor more information, please visit www.socotec.us
Job Type: Full-Time, onsite 4 days a week
