Дата вакансии: 23.12.2022 Company:
ZERO
Level:
Middle/Senior ML/NLP Engineer
Salary range:
4-6k$ net
City:
Armenia, Erevan
HR contact:
@seda_hakobyanApply here:
https://zerosystems.rippling-ats.com/job/503448/senior-ml-engineer?s=cwZERO - American startup that offers the user an artificial intelligence-based system that reduces the administrative work of routine tasks. Our mission is dramatically reducing the time of routine tasks in the process of people communication and document processing in the legal and financial sector through automatic document and email classification, entity extraction and process mining.
We are looking for a talented ML Engineer to join our research team at ZERO for building AI-powered automation tools for time-consuming administrative tasks.
Responsibilities:
- Design, build, and/or deliver NLP models for Document processing (text classification, NER, RE).
- Create of markup and verification process for NLP tasks to run human-in-the-loop in real business processes
- Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, retrain, maintain, and monitor models in production (MLOps);
- Software development including algorithm implementation, optimization, performance profiling, integration to production systems, testing and documentation;
- Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art ML applications.
Qualifications:
- Proficient in one of the deep learning frameworks (PyTorch, TensorFlow, JAX);
- Strong practical skills with transformer-based models like BERT, GPT, etc and :hugging_face: library
- Proven programming experience in Python using efficient algorithms and software design patterns;
- Practical experience in Text Classification, Generation, QA or NER problems in NLP
- Deep understanding of data gathering, pre-processing, models as well as post-processing to support fast delivery in production;
- Experience with MLOps tools: DVC, MLflow, W&B, Airflow, CI/CD tools (Gitlab, Jenkins, etc.), Docker, Kubernetes (Kubeflow)
- Excellent communication skills with the ability to educate, influence, and inspire others around.
+ Team Lead:
Superb problem-solving skills, and ability to thrive in a fast-paced and dynamic environment.
2+ years of experience managing engineering teams
Nice to have:
- Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform;
- ML industry impact through conference presentations, papers, blog posts, open-source contributions, or patents;
- Kaggle medals as a plus
- Experience in .NET/C# or C++ is a plus;
- Bachelor’s or Master’s in computer science, electrical engineering, mathematics, or a similar field. PhD is a plus;
Our benefits:
- Medical insurance with Dental Services
- Wellness Package (GYM, sports equipment, etc)
- English classes and other learning activities (conference etc)
- Help with relocation and an apartment for the first time
documentation