компания "аркадия" arcadia, an innovative software development company providing services to international clientele, is looking for ml engineer. cutting-edge technologies. agile development process. the highly professional team provides good opportunities for professional development and career.we are looking for a ml engineer/data scientist with python knowledge. responsibilities maintain and extend data preprocessing pipelines maintain and extend feature extraction pipelines work with stakeholders to clarify requirements and identify modeling opportunities build new models based on customer requirements build web uis to present modeling results to smes wrap models in apis automate retraining/deploying existing models (e.g. when there is new training data). requirements python and its data stack (pandas, numpy, scikit-learn, etc.) pytorch jupyter notebooks experience with nlp: text representation, nlp tasks and their mapping to ml tasks understanding of neural networks and their application in the nlp domain understanding of parallel processing in python (thread-based, process-based, gil), serialization, memory mapping understanding of how web ui works (e.g. ui built with dash) would be an advantage experience with task trackers (preferably jira) and version control tools (preferably git) familiarity with linux command line root cause analysis skills to answer specific business questions good communication and analytical skills - to clarify requirements with the customer in english. nice to have: experience with dvc for data versioning would be an advantage experience with amazonchr(39)s ec2 and s3. salary and benefits: competitive salary (discussable, depending on experience) training programs, professional development benefits: voluntary health insurance (incl. dental insurance)‚ corporate events and sports activities flexible schedule comfortable office in the downtown near metro station/ or remote work.
Адрес
Санкт-Петербург