Data Scientist - Language Model Fine-Tuning Specialist
- Orion Systems
- 10 - 15 years
- India
- 3 months ago
- Email to a friend
- Report this job
Job Description
Role: Data Scientist - Language Model Fine-Tuning Specialist
Years of exp: 6 Years
Location: Remote
Job Description:
We are seeking a highly skilled Data Scientist with expertise in fine-tuning LLM/SLM models using proprietary company data. The ideal candidate will have a strong background in data preparation, model fine-tuning, and benchmarking, as well as staying updated on the latest advancements in the field.
Key Responsibilities:
Develop and prepare datasets for language model fine-tuning using proprietary data.
Fine-tune language models using techniques such as LoRA, QLoRA, and GRPO.
Benchmark model performance and analyze results to ensure optimal outcomes.
Stay current with the latest research and innovations in language modeling, including relevant arXiv papers.
Collaborate with cross-functional teams to integrate fine-tuned models into products and services.
Requirements:
Proven experience in fine-tuning language models with proprietary datasets.
Proficiency in advanced fine-tuning techniques and methodologies.
Strong analytical skills for benchmarking model performance.
Up-to-date knowledge of recent research papers and developments in the field.
Excellent communication skills and ability to collaborate with technical and non-technical stakeholders.
Required Tools and Technologies:
Proficiency in Python programming.
Experience with machine learning frameworks such as TensorFlow or PyTorch.
Familiarity with Hugging Face Transformers for language model manipulation.
Knowledge of data processing and manipulation libraries, such as Pandas and NumPy.
Experience with version control systems like Git.
Preferred Qualifications:
Experience with Relevance-Augmented Generation (RAG) and GraphRAG frameworks.
Experience with reasoning models and algorithm development.
Familiarity with additional machine learning tools and libraries.
Advanced degree in Computer Science, Data Science, or related field.
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: Orion SystemsLocation(s): India
Keyskills: generation python data analysis data analytics analytical natural language processing numpy machine learning data preparation research sql pandas deep learning tensorflow tableau performance git framework data science slm pytorch communication skills
Similar positions
Orion Systems
Orion’s dedication and passion for excellence enables us to successfully develop, integrate, deploy and manage IT solutions to Fortune 500 clients across the globe. Headquartered in the USA with state-of-the-art development centers in Mumbia and Kocki, India and Latin America, we employ over4...
Job Listings
We are in open beta version of website, please let us know if any issues, at: info(at)indigojobs.in