Corpsoft Solutions
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ML/AI Engineer
role at
Corpsoft Solutions
We are looking for a Machine Learning Engineer to help us deploy, configure, and optimize Mistral 7B, integrate it into our services, and implement Retrieval-Augmented Generation (RAG) for database interactions.
Key Responsibilities
Configure and optimize Mistral 7B for business tasks (fine-tuning, quantization, performance optimization).
Assess required computational resources, select the optimal infrastructure for model deployment (on-premise or cloud), and analyze cost efficiency.
Implement RAG to integrate models with vector databases.
Orchestrate interactions between multiple ML services (e.g., one model generates tags, and another validates task descriptions).
Develop a service for interacting with the model (API for predictions, model management, integration with our application).
Optimize model performance for real-world usage.
Requirements
Experience with LLM models (Mistral 7B, GPT-3/4, LLaMA, Claude, Falcon, Bloom, etc.).
Understanding of Retrieval-Augmented Generation (RAG) and model integration with databases.
Hands-on experience with fine-tuning and dataset preparation/annotation.
Experience with vector databases (Pinecone, Weaviate, FAISS).
Strong proficiency in Python and libraries like PyTorch, TensorFlow, Hugging Face, and LangChain.
Experience in evaluating and optimizing infrastructure for AI deployments.
Experience in developing APIs for integrating AI models into business processes.
We Offer
Comfortable working hours (10-19 Kyiv time zone);
Regular result-based salary reviews;
Bonus system tied to the product’s success;
Established product-focused environment;
Range of tasks, from quick and simple to challenging investigation to run;
Cheerful & dynamic environment;
Friendly and open-minded team;
Virtual workspace with perspective to move into one of the offices;
Mentorship;
Gym and English classes discounts.
Hiring Steps
1st interview with the Recruiter;
Technical interview with the Squad Lead;
Job offer.
English: B1
Experience: 1 year
Work location: Remote
Office: Prague, CZ
Work type: Full-time
Apply now
Seniority level
Seniority level Entry level
Employment type
Employment type Full-time
Job function
Job function Engineering and Information Technology
Industries Information Services
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