
Ml Engineer
6 days ago
Solix Technologies Inc. is a leading provider of big data applications for enterprise archiving, data privacy, and advanced analytics. We are on a mission to help organizations manage and leverage their data for maximum value, efficiency, and compliance.
Job Summary:
We are seeking a highly skilled and motivated Machine Learning Engineer with hands-on experience in Natural Language Processing (NLP) and Large Language Models (LLMs). You will play a key role in designing, developing, and deploying scalable ML/NLP solutions that drive intelligent automation and data insight across our platforms.
Key Responsibilities:
- Design and develop machine learning models, particularly in the domain of NLP and LLMs.
- Fine-tune, evaluate, and deploy transformer-based models (e.g., BERT, GPT, T5, LLaMA, etc.).
- Apply techniques such as named entity recognition (NER), text classification, semantic search, summarization, and question answering.
- Work with large-scale datasets to extract insights and build data pipelines.
- Collaborate with cross-functional teams including data engineers, product managers, and software developers.
- Conduct experiments, model training, and optimization to improve accuracy and performance.
- Stay up-to-date with the latest research in NLP, LLMs, and machine learning.
Required Skills and Experience:
- Bachelor's or Masters degree in Computer Science, Data Science, AI/ML, or a related field.
- Minimum 5+ years of hands-on experience with NLP and LLMs
- Proficient in Python and ML frameworks like TensorFlow, PyTorch, Hugging Face Transformers.
- Strong understanding of modern NLP techniques (tokenization, embeddings, attention mechanisms, etc.).
- Experience with ML lifecycle including model development, evaluation, and deployment (MLOps).
- Familiarity with data handling libraries (Pandas, NumPy) and cloud platforms (AWS, GCP, or Azure).
- Good understanding of data preprocessing, feature engineering, and model validation techniques.
- Experience with open-source LLM fine-tuning and deployment.
- Knowledge of vector databases (e.g., FAISS, Pinecone) and retrieval-augmented generation (RAG).
- Prior experience with large-scale data systems or enterprise data environments.
- Published papers or open-source contributions in the ML/NLP space.
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