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Artificial Intelligence Engineer
4 months ago
Job Description :
As an AI Engineer, you will be at the forefront of developing intelligent systems with a specialization in natural language processing (NLP).
Your role involves designing, implementing, and optimizing AI models to process and Data.
Job Responsibilities :
Model Development :
- Design and implement state-of-the-art AI models, particularly focusing on NLP tasks, using frameworks such as- PyTorch.
- Fine-tune and adapt pre-trained models to specific applications and domains.
Data Processing and Analysis :
- Preprocess and analyze large datasets to ensure high-quality input for training AI models.
- Collaborate with data engineers to build efficient pipelines for handling linguistic data.
Algorithmic Development :
- Develop algorithms for various NLP tasks, including text classification, sentiment analysis, named entity recognition, and language generation.
- Experiment with different machine learning techniques to enhance model performance.
Evaluation and Optimization :
- Implement robust evaluation metrics to assess the effectiveness of AI models.
- Optimize models for speed, memory usage, and scalability, ensuring efficient deployment in real-world applications.
Collaboration :
- Collaborate with cross-functional teams, including software engineers, data scientists, and domain experts.
- Work closely with researchers to integrate cutting-edge AI advancements into practical solutions.
Documentation and Communication :
- Maintain clear documentation for code, models, and processes.
- Communicate findings and updates to both technical and non-technical stakeholders.
- Minimum 8+ years in Machine Learning or related field.
- At least 3+ years of direct contribution to Open Source Large Language Models (LLMs).
- Proven experience with platforms such as Huggingface or OpenAI or watsonX.
- Lead the development and implementation of advanced ML models and watsonX technologies.
- Collaborate with cross-functional teams to integrate ML solutions and watsonX technologies.
- Contribute to the development and maintenance of LLM and watsonX products.
- Stay updated with the latest trends and advancements in ML and AI.
Required Skills :
- Bachelor's in Computer Science, Artificial Intelligence, or a related field.
- Proficient programming skills in languages like Python.
- Strong expertise in deep learning frameworks.
- WatsonX Experience is a plus.
- Solid understanding of machine learning principles, especially in the context of language models.
- Experience with large-scale data processing and distributed computing.
- Excellent problem-solving skills and the ability to work collaboratively in a team environment.
