We are seeking a highly experienced Senior MLOps Engineer to join our team and enhance the performance of an already developed GenAI-powered chat system using unstructured data.
The ideal candidate will have a strong background in MLOps, unstructured data processing, OpenSearch, AWS services, and LLM-based systems, with deep proficiency in Python. Prior experience with chunking strategies for unstructured data and optimizing Retrieval-Augmented Generation (RAG) systems is critical.
Work Mode: 100% remotely
Job Responsibilities:
- Maintain, optimize, and extend existing MLOps pipelines for ingesting, chunking, and embedding unstructured data (text, PDFs, audio, video).
- Improve chunking, parsing, and metadata enrichment techniques to enhance retrieval quality and LLM response relevance.
- Fine-tune integration with OpenSearch and vector databases for efficient semantic search and retrieval.
- Collaborate closely with Data Scientists, Backend Engineers, and LLM Experts to drive continuous performance improvements.
- Monitor, troubleshoot, and enhance the system in a cloud-native environment using AWS services.
- Ensure the system remains secure, scalable, and production-grade as usage grows.
Expectations
- 5+ years of experience in MLOps, Data Engineering, ML Engineering.
- Strong hands-on experience working with unstructured data (text, PDF, audio, video).
- Expertise in chunking strategies, embedding generation, and retrieval optimization for LLMs.
- Deep experience with OpenSearch (including vector search and semantic capabilities).
- Strong proficiency in Python and related MLOps/Data Engineering frameworks.
- Proficiency with AWS services such as S3, Lambda, Bedrock, SageMaker, and CloudWatch.
- Experience with LLMs and Retrieval-Augmented Generation (RAG) systems.
- Solid understanding of cloud infrastructure (AWS preferred) and containerization (Docker, Kubernetes).
- Proven ability to diagnose, improve, and scale complex GenAI systems.
- Strong communication skills and ability to work cross-functionally in a fast-paced environment.
We Offer
- Ongoing support from a dedicated agent, taking care of your project continuity, client contact, necessary formalities, work comfort and development,
- Consultant Development Program – advice on growth planning based on the latest trends and market needs in IT, including consultations with agents and growth mentors,
- Access to 7N Learning & Development – a development and educational platform with webinars, a library of articles and industry reports, and regular invitations to one-time and recurring development events – technical, business, and lifestyle,
- Spectacular integration events, both for you (e.g., annual Kick-Off trip, Christmas parties, or Summer Olympics sports events) and for your loved ones (e.g., family picnics, movie premieres),
- Professional development not only during the project – you can get involved in knowledge transfer to others within the 7N Services offering directed at 7N clients,
- Relationships and access to the knowledge of the most experienced IT experts in the market – the average professional tenure of our consultants in Poland is over 10 years,
- A complete benefits package, including funding for medical care, life insurance, sports cards for you and your loved ones, as well as discounts in stores in Poland and abroad.
About 7N
Constantly searching for projects, difficult rate negotiations, lack of development support – sound familiar? At 7N, you gain not only stability of contracts but also the personal involvement of a dedicated agent who ensures your professional comfort and continuous access to development initiatives.
Our goal is to provide you with stable and comfortable cooperation, contributing to your success as an IT expert and the success of our clients. We build long-lasting relationships based on Scandinavian values and 30 years of experience in creating IT solutions for over 200 organizations.