Job Title: Middle+ ML Engineer
About the Role
We are seeking a highly skilled Middle+ ML Engineer to join our international team of experts providing analytical services to healthcare clients. The successful candidate will work on projects in the field of intelligent document analysis, utilizing their skills to solve complex problems and develop innovative solutions.
Key Responsibilities
* Design and implement AI pipelines for information extraction from documents, using advanced methods and tools such as neural networks and modern Large Language Models (LLMs).
* Participate in dataset management processes, including collection, evaluation, and improvement of multimodal datasets from corporate data sources.
* Develop and validate multimodal models, collaborating with the team to train and validate models, and monitoring their performance.
Requirements
* 3+ years of experience as a ML Engineer in implementing ML models in real business processes, preferably in Computer Vision (CV) and Natural Language Processing (NLP).
* Experience with cloud platforms, including AWS, GCP, and Azure.
* Proficiency in Docker/Kubernetes for ML development.
* Strong Python and SQL skills.
* Familiarity with popular Python ML frameworks, such as VLLM, Transformers, PyTorch, OpenAI, scikit-learn, spaCy, and NLTK.
* Understanding of MLOps practices, including Continuous Integration/Continuous Deployment (CI/CD) for ML.
* English language proficiency at B2 level or higher.
Preferred Qualifications
* Experience in healthcare or medical insurance projects.
* Experience with Google Cloud Platform (GCP).
* Experience with LLMs, including prompt engineering techniques such as Chain of Thoughts and FewShot.
* Familiarity with RAG and LangChain concepts.
What We Offer
* Flexible working hours.
* Fully remote job opportunities.
* The chance to collaborate with an international team of first-class professionals.