eiGroup
Associate ML Engineer
Baku, AZ · Full-time
Sponsorship not specifiedDetected 44 days ago
Data StructuresAlgorithmsElasticsearchAWSGCPAzureCloud PlatformsMachine LearningDeep LearningTensorFlowData ScienceNLPLLMsResearchProblem SolvingRemote Sensing
About the role
- We're an R&D and Innovation Venture Studio that transforms human ingenuity into technological value that scales.
- Our ecosystem brings together researchers, engineers, and creators who turn complex challenges into scalable products - from subsurface imaging to AI-driven analytics, from remote sensing to digital transformation.
- Our ventures are built in-house, born from research, and grown into independent companies.
Responsibilities
- Design, develop, and optimize LLMs and NLP models for various applications, such as text classification, named entity recognition, sentiment analysis, and question answering.
- Support data preprocessing workflows, including data cleaning, normalization, tokenization, and basic annotation tasks.
- Design and develop retrieval algorithms and models, including TF-IDF, BM25, and vector-based methods, to enhance search relevance and efficiency.
- Collaborate with web and backend developers to help integrate ML services and APIs into applications.
Requirements
- Bachelor's degree in Computer Science, Data Science, Applied Mathematics, or a related field.
- Knowledge of transformer architectures and experience implementing them in NLP tasks.
- Experience with data preprocessing techniques for text data, including tokenization, stemming, lemmatization, and handling imbalanced datasets.
- Experience with search engine frameworks such as Elasticsearch, Solr, or Lucene.
- Knowledge of indexing techniques and data structures used in search engines.
- Experience with query parsing, term weighting, and relevance feedback mechanisms.
- Familiarity with cloud platforms (AWS, Google Cloud, Azure) for training and deploying LLMs.
- Excellent problem-solving skills with the ability to innovate and experiment Collaborative mindset with the ability to work effectively in cross-functional teams.
Nice to have
- A Master's degree is a plus.
Company info
- eiLink LLC About eiGroup At eiGroup, we believe ideas can change industries - but only if they are nurtured with structure, science, and courage.
- Together, we're shaping how innovation takes root in this region - and how it reaches the world.
- Fine-tune pre-trained LLMs (e.g., GPT, BERT, T5) on specific tasks using domain-specific data.
- Work closely with cross-functional teams to integrate NLP solutions into products and services.
- Continuously monitor, evaluate, and improve the performance of deployed models, addressing issues such as bias, fairness, and accuracy.
- Contribute to the development and maintenance of NLP pipelines and workflows, including data preprocessing, model training, and inference.
- Design, develop, and optimize hybrid workflows integrating LLMs with retrieval algorithms.
- Write clean, modular code and follow established coding standards for ML projects.
- What You Bring Bachelor's degree in Computer Science, Data Science, Applied Mathematics, or a related field.
- 1-2 years of experience in machine learning and NLP, with experience in LLMs and retrieval systems.
- Strong understanding of deep learning frameworks like TensorFlow or PyTorch.
- Our benefits include: Medical insurance (family coverage) Flexible working hours Wellness program Childcare support Company-provided lunch
- Our benefits include:
- Medical insurance (family coverage) Flexible working hours Wellness program Childcare support Company-provided lunch
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