Job Description
We are seeking a seasoned Machine Learning Modeler to collaborate with our AI development team. As an expert in ML/LLM technologies, you will design, develop, and deploy cutting-edge models that power advanced data analysis, predictive insights, and business optimization.
* Implement retrieval-augmented generation pipelines using vector databases and frameworks like LangChain and LangGraph.
* Design and optimize prompt engineering techniques for agentic LLM interactions.
* Collaborate with cross-functional teams to maintain data pipelines and ensure seamless ML workloads.
* Conduct feature engineering and embeddings generation on structured and unstructured data.
* Explore emerging LLM/SLM architectures and multi-agent orchestration patterns.
Required Skills and Qualifications
* Bachelor's or Master's degree in Computer Science, Data Science, or related field.
* 3+ years of experience building and deploying ML systems.
* Advanced English language skills.
* Strong Python skills and experience with Hugging Face Transformers.
* Hands-on experience with LLMs/SLMs including fine-tuning, prompt design, and inference optimization.
* Familiarity with at least two of the following: OpenAI GPT, Anthropic Claude, Google Gemini, Meta LLaMA.
* Knowledge of vector databases, embeddings, and RAG pipelines.
* Experience working with both structured and unstructured data at scale.
Preferred Qualifications
* Experience with agentic frameworks (LangChain, LangGraph, MCP, AutoGen).
* Understanding of AI safety, guardrails, and explainability.
* Hands-on experience deploying ML/LLM solutions on cloud platforms.
* Familiarity with MLOps practices including CI/CD, monitoring, and observability.