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NLP Engineer
3 months ago
Location: Remote (India)
Duration: 6 months+ (Starting immediately).
Job type: Paid (Full time)
About Steps AI:
Steps AI is a pioneering company focused on developing cutting-edge Large Language Model (LLM) based solutions for Knowledge QA and Educational QA products. Our mission is to leverage the power of Artificial Intelligence to create intelligent, intuitive, and impactful tools that enhance learning and information retrieval processes.
Job Description:
We are seeking a highly motivated and talented NLP Intern to join our team. The successful candidate will work on innovative projects involving Machine Learning (ML), Artificial Intelligence (AI), and Natural Language Processing (NLP) to develop and optimize our LLM-based solutions. This is an excellent opportunity to gain hands-on experience in a fast-paced and dynamic environment, working with state-of-the-art technologies.
Key Responsibilities:
• Collaborate with the NLP team to design, develop, and deploy LLM-based Knowledge QA and Educational QA products.
• Assist in the development and fine-tuning of generative AI models, focusing on improving accuracy, efficiency, and user experience.
• Work on LLM-based Retrieval-Augmented Generation (RAG) solutions to enhance the quality of responses generated by our products.
• Implement and optimize Vector Databases (Vector DBs) to support efficient information retrieval and model performance.
• Participate in MLOps practices to ensure smooth model deployment, monitoring, and maintenance.
• Conduct experiments to evaluate and improve model capabilities, performance, and effectiveness.
• Collaborate with cross-functional teams to integrate AI solutions into the overall product architecture.
• Stay up-to-date with the latest research and advancements in NLP, ML, and AI.
Requirements:
• Strong programming skills in Python and JavaScript.
• Proficiency in NLP and ML concepts, including experience with frameworks such as TensorFlow, PyTorch, or similar.
• Knowledge and experience in working with generative AI models and LLMs.
• Familiarity with Vector Databases (e.g., Pinecone, FAISS) and their applications in NLP.
• Understanding of MLOps principles and tools for model deployment and lifecycle management.
• Experience with Retrieval-Augmented Generation (RAG) techniques.
• Strong analytical and problem-solving skills with the ability to work independently and as part of a team.
• Excellent communication skills, both written and verbal.
Preferred Qualifications:
• Previous experience in developing or contributing to AI/NLP projects.
• Knowledge of cloud platforms such as AWS, Google Cloud, or Azure.
• Experience with version control systems like Git.
• Familiarity with Agile development methodologies.
What We Offer:
• Hands-on experience with cutting-edge technologies in AI and NLP.
• Opportunity to work on impactful projects that make a difference.
• Mentorship and guidance from experienced professionals in the field.
• Flexible working hours and remote work options.
• A collaborative and inclusive work environment.
Join us at Steps AI and be a part of a team that is shaping the future of Knowledge and Educational QA with advanced AI technologies
