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Principal ML Developer (with GenAI and NLP focus) IRC221998
| Job: | IRC221998 |
| Location: | Romania |
| Designation: | Consultant |
| Experience: | 10-15 years |
| Function: | Engineering |
| Skills: | AI |
| Work Model: | Remote |
Description:
We are seeking a highly skilled and motivated Machine Learning Developer to join our dynamic team, focusing on developing, deploying, and optimizing Large Language Models for chatbot applications. This role involves working on cutting-edge AI technologies to create conversational agents that provide engaging and insightful interactions with users. The ideal candidate will have a strong background in machine learning, Natural Language Processing, and experience in developing LLM-based chatbots.
#LI-YK1
#LI-Remote
Requirements:
Requried:
- Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field.
- +10 years of experience in machine learning and NLP, with a focus on developing applications using LLMs.
- Proficiency in programming languages such as Python and frameworks/libraries like TensorFlow, PyTorch, Hugging Face Transformers.
- Experience with cloud services (AWS, Azure, GCP) for deploying ML models and applications.
- Strong understanding of RESTful APIs for integrating chatbot functionalities into different platforms.
- Familiarity with version control tools (e.g., Git) and ML development tools (e.g., Jupyter Notebooks, MLflow).
- Participate in pre-sales activities, including developing ML offering materials and engaging with clients to understand their needs, presenting
- tailored solutions, and demonstrating the potential impact of our ML technologies.
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.
Preferred:
- Knowledge of front-end technologies (HTML, CSS, JavaScript) for crafting interactive chatbot interfaces is advantageous but not required.
- Certifications or advanced training in machine learning, cloud architectures, or similar fields.
- Active participation in relevant tech communities or contributions to open-source projects in the ML/NLP domain.
Job Responsibilities:
- Design and implement chatbot solutions using Large Language Models such as OpenAI GPT API or similar frameworks.
- Collaborate with cross-functional teams to integrate chatbot solutions into existing platforms and workflows.
- Optimize and fine-tune LLMs for performance, accuracy, and user engagement.
- Build and optimized RAG and vectorized databases
- Monitor and evaluate the performance of chatbot applications, identifying areas for improvement and implementing updates.
- Stay up-to-date of developments in AI, machine learning, and NLP to ensure our solutions remain cutting-edge.
- Develop and maintain documentation related to ML models, including model design, deployment details, and performance metrics.
- Work with data engineers to ensure the availability and quality of data for training and fine-tuning models.
- Implement security measures to protect sensitive information processed by chatbots.
What We Offer
Empowering Projects: With 500+ clients spanning diverse industries and domains, we provide an exciting opportunity to contribute to groundbreaking projects that leverage cutting-edge technologies. As a team, we engineer digital products that positively impact people’s lives.
Empowering Growth: We foster a culture of continuous learning and professional development. Our dedication is to provide timely and comprehensive assistance for every consultant through our dedicated Learning & Development team, ensuring their continuous growth and success.
DE&I Matters: At GlobalLogic, we deeply value and embrace diversity. We are dedicated to providing equal opportunities for all individuals, fostering an inclusive and empowering work environment.
Career Development: Our corporate culture places a strong emphasis on career development, offering abundant opportunities for growth. Regular interactions with our teams ensure their engagement, motivation, and recognition. We empower our team members to pursue their career goals with confidence and enthusiasm.
Comprehensive Benefits: In addition to equitable compensation, we provide a comprehensive benefits package that prioritizes the overall well-being of our consultants. We genuinely care about their health and strive to create a positive work environment.
Flexible Opportunities: At GlobalLogic, we prioritize work-life balance by offering flexible opportunities tailored to your lifestyle. Explore relocation and rotation options for diverse cultural and professional experiences in different countries with our company.