Description
Ciklum is looking for a Senior Artificial Intelligence/Machine Learning Engineer to join our team full-time in India.
We are a custom product engineering company that supports both multinational organizations and scaling startups to solve their most complex business challenges. With a global team of over 4,000 highly skilled developers, consultants, analysts and product owners, we engineer technology that redefines industries and shapes the way people live.
About the role:
We are seeking a Senior Artificial Intelligence/Machine Learning Engineer with 6+ years of experience in AI/ML engineering. The ideal candidate will have strong Python skills, hands-on experience with embedding pipelines, retrieval-augmented generation (RAG) loops, and applied NLP with multilingual models. You will work closely with the AI/ML lead to design, implement, and optimize pipelines that power knowledge generation and retrieval across multiple languages.
Responsibilities:
- Implement the retrieval and generation pipeline under the guidance of the AI/ML lead
- Build and tune the embedding pipeline to ensure high-quality vector representations
- Develop the draft-to-publish KB article generation loop with confidence scoring
- Ensure multilingual quality across all confirmed Phase 1 languages
- Build retrieval evaluation harnesses to measure pipeline performance
- Lay the groundwork for LLM tuning in Phase 2, including fine-tuning strategies and evaluation metrics
Requirements:
- 6+ years of experience in AI/ML engineering
- Solid proficiency in Python for ML and data workflows
- Experience building embedding pipelines and RAG generation loops
- Familiarity with vector databases (Qdrant or pgvector)
- Applied NLP experience, ideally with multilingual models
- Hands-on experience with LLM API integration
- Solid understanding of ML evaluation methods and confidence scoring
Desirable:
- Strong problem-solving and analytical skills
- Ability to collaborate effectively with leads