Software Development Engineer

Gozde Mermerci
Mart 10, 2021
  • 573

About the job

Company Scope:

Mobildev, founded in 2002, offers effective solutions in short message services and e-mail marketing, as well as providing AI-driven solutions for personal data protection rule (PDPR) compliance through discovering personal data and obtaining legal consents. Since 2016, Mobildev has focused on providing solutions for PDPR compliance to its customers. In 2017, an R&D Center was established within its structure, and two main products were developed and commercialized for a wide range of customers. The first product, namely IVT (İzinli Veri Tabanı – Consented Database), was developed for obtaining consents for the personal data, whereas the second product, namely Datamin, supported by the Scientific and Technological Research Council of Turkey, provides PDPR compliance through discovering and grouping personal data entities in both structured and unstructured business documents.

Education:

Ms or Ph.D. student/degree in computer science, maths, statistics, computational linguistics, or equivalent experience. BS degree is enough only if having awareness of NLP or AI/ML in the software industry. Ph.D. is a plus.

Desired qualifications and skills:

Academic and/or industrial experience in the area of NLP and AI/Machine Learning. Mastering MLOPs and the ability to design the life cycle of deployed ML models. Understanding of model quantization approaches to provide efficiency in production. Understanding and use of Deep Learning concepts and technologies (i.e. Transformers (such as BERT, ELECRTA), Attention Layer, LSTM, CNN). Experience with some of the following concepts for the Turkish language: named entity recognition, sentiment analysis, topic classification entity/relationship extraction. Software engineering experience and hands-on experience with Python. Experience with some of the following libraries and models to get inspiration for the Turkish language: CoreNLP, NLTK, SpaCy, Word2vec (CBOW, Skip-gram), fasttext, and GloVe. Experience using publicly available NLP related datasets: IMDB movie review, Dbpedia, etc Good knowledge of Python and hands-on experience with several NumPy, SciPy, Pandas, Scikit-Learn, TensorFlow, Keras, Hugging Face. Ability to create optimized regular expressions. Experience with ML-based OCR Engines Experience in all aspects of object-oriented programming. Ability to adapt the suitable design pattern approaches in a project. Experience with various public cloud environments and technologies. Continuous research and evaluation of emerging technologies, staying current on published state-ofthe-art ML methods, technologies, and applications. Ability to write clean code and culture of constantly preparing and keeping code documentation. Proven ability to translate insights into business recommendations. What we offer: Mobildev offers an opportunity to learn the best practices in personal data protection rule compliance through machine learning. Working at Mobildev provides developing your skills and competencies is endless. This position is located in İstanbul (remote periods are available).

What we offer:

Mobildev offers an opportunity to learn the best practices in personal data protection rule compliance through machine learning. Working at Mobildev provides developing your skills and competencies is endless.

This position is located in İstanbul (remote periods are available).

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