Senior Machine Learning Engineer
1 неделя назад
REMOTE
EUROPE
September 3, 2025
Svitla Systems Inc. is looking for a Senior Machine Learning Engineer with NLP and/or LLM for a full-time position (40 hours per week) in Europe.
REQUIREMENTS
- Expertise in programming, problem-solving, and machine learning (ML) and artificial intelligence (AI).
- Strong programming knowledge, particularly in Python, and experience using key data manipulation libraries such as Pandas and NumPy.
- A solid background in machine learning, particularly in classification and retrieval tasks.
- Hands-on experience with large language models (LLMs), including fine-tuning for specific use cases, retrieval-augmented generation (RAG), foundation models APIs, and prompt engineering.
- Familiarity with Faiss for efficient nearest-neighbor search in retrieval tasks.
- A strong understanding of Natural Language Processing (NLP) is preferred, with experience in audio/voice manipulation tasks, specifically text-to-speech (TTS) and speech-to-text (STT).
- Familiarity with the Hugging Face Transformers and Datasets libraries.
- Solid knowledge of tools such as Hydra for configuration management and Weights & Biases for tracking experiments.
- Experience with Git and GitHub for version control and a proven ability to collaborate effectively in a team environment, particularly when working on shared codebases and remote projects.
- Strong understanding of data management and manipulation, experience working on remote servers to develop and deploy machine learning models.
- While candidates with expertise in both NLP and LLM are preferred, we are open to individuals with strong experience in either area who can contribute effectively to the projects.
RESPONSIBILITIES
- Design, develop, and deploy machine learning solutions with a focus on Natural Language Processing (NLP) and Large Language Models (LLMs).
- Fine-tune large language models for domain-specific applications, including retrieval-augmented generation (RAG), prompt engineering, and leveraging foundation model APIs.
- Build and optimize classification, retrieval, and recommendation systems.
- Conduct experiments, track results, and optimize model performance using tools such as Hydra and Weights & Biases.
- Work with audio/voice processing technologies, including text-to-speech (TTS) and speech-to-text (STT).
- Implement efficient similarity and nearest-neighbor search using Faiss and other retrieval frameworks.
- Collaborate with cross-functional teams to integrate ML models into production systems and deliver scalable, real-world solutions.
- Manage and manipulate large datasets, ensuring high data quality and reproducibility.
- Contribute to shared codebases with strong use of Git/GitHub, following best practices for version control and code reviews.
- Prepare clear documentation, procedural guidelines, and technical reports for both internal and external stakeholders.
- Provide mentorship and technical guidance to junior engineers where needed.
- Support the deployment and monitoring of ML systems on remote servers, ensuring stability and continuous optimization.
WE OFFER
- US and EU projects based on advanced technologies.
- Competitive compensation based on skills and experience.
- Regular performance appraisals to support your growth.
- Flexibility in workspace, either remote or our welcoming office.
- Bonuses for article writing, public talks, and other activities.
- Generous time off, including vacation, national holidays, sick leaves, and family days.
- Personalized learning programs tailored to your interests and skill development.
- Free tech webinars and meetups organized by Svitla.
- Regular corporate online activities.
- Awesome team and a friendly, supportive community
ABOUT SVITLA
Svitla Systems is a global digital solutions company headquartered in the U.S. and operating across the Americas, Europe, Asia, and APAC. Since 2003, we have served a wide range of clients — from innovative start-ups to Fortune 500 companies.
Our success is built on partnership. By integrating seamlessly with clients' teams, we create lasting collaborations that drive real results.
We are strong advocates of workplace flexibility, remote culture, individual approach to professional and personal growth.
Svitla is proud to be an equal opportunity employer. All qualified applicants will receive consideration for cooperation without regard to age, gender identity, sexual orientation, religion, race, color, national origin, disability, or any other characteristic protected by applicable law.
Our global mission is to build a business that contributes to wellbeing of our partners, personnel, and their families, improves our communities, and makes a lasting difference in the world.
Together, we are coding a brighter tomorrow — and living it.
Join us
LET'S MEET IN PERSON
AnnaYemanovaRECRUITER
Email:
LinkedIn:
Anna Yemanova
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