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.
Locations: Poland, Romania, Croatia, Slovakia
#LI-TM4
#LI-Remote
Requirements
Required:
- +4 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
Culture of caring. At GlobalLogic, we prioritize a culture of caring. Across every region and department, at every level, we consistently put people first. From day one, you’ll experience an inclusive culture of acceptance and belonging, where you’ll have the chance to build meaningful connections with collaborative teammates, supportive managers, and compassionate leaders.
Learning and development. We are committed to your continuous learning and development. You’ll learn and grow daily in an environment with many opportunities to try new things, sharpen your skills, and advance your career at GlobalLogic. With our Career Navigator tool as just one example, GlobalLogic offers a rich array of programs, training curricula, and hands-on opportunities to grow personally and professionally.
Interesting & meaningful work. GlobalLogic is known for engineering impact for and with clients around the world. As part of our team, you’ll have the chance to work on projects that matter. Each is a unique opportunity to engage your curiosity and creative problem-solving skills as you help clients reimagine what’s possible and bring new solutions to market. In the process, you’ll have the privilege of working on some of the most cutting-edge and impactful solutions shaping the world today.
Balance and flexibility. We believe in the importance of balance and flexibility. With many functional career areas, roles, and work arrangements, you can explore ways of achieving the perfect balance between your work and life. Your life extends beyond the office, and we always do our best to help you integrate and balance the best of work and life, having fun along the way!
High-trust organization. We are a high-trust organization where integrity is key. By joining GlobalLogic, you’re placing your trust in a safe, reliable, and ethical global company. Integrity and trust are a cornerstone of our value proposition to our employees and clients. You will find truthfulness, candor, and integrity in everything we do.
About GlobalLogic
GlobalLogic, a Hitachi Group Company, is a trusted digital engineering partner to the world’s largest and most forward-thinking companies. Since 2000, we’ve been at the forefront of the digital revolution – helping create some of the most innovative and widely used digital products and experiences. Today we continue to collaborate with clients in transforming businesses and redefining industries through intelligent products, platforms, and services.