Machine Learning Engineer
Responder al anuncioHi there! We are Semrush, a global IT company developing our own product - a platform for digital marketers. New stars are born here, so don’t miss your chance. This is our Machine Learning Engineer role for those who want to turn ideas into reality using code, algorithms, and maybe a bit of magic. Tasks in the role:Full project development cycle: From problem statement and research to experiments, model deployment, and monitoringDevelopment of classification/ranking/regression/clustering modelsWorking with LLM: Embeddings, prompt engineering, model fine-tuningSupporting the infrastructure for conducting experiments, storing results, retraining models, quality monitoring, and alertingWorking with data providers' APIsCode reviewWho we are looking for:3+ years of experience as a DS/MLOps/MLEStrong understanding of the principles of machine learning algorithms, probability theory, statistics, linear algebraHigh proficiency in Python and ML stackExperience with Docker and k8s manifestsKnowledge of SQLYou have experience with LLMExperience with NLPExperience with DVCExperience with GitLab CIExperience with GCP and Vertex AIExperience in developing ETL processes with AirflowExperience in deploying ML systems with batch/real-time processing and monitoring (Grafana, Prometheus, Alertmanager)Reproducible researchYou share our common values: Trust, Sense of Ownership, and enthusiasm for Constant Changes. A bit about the team:We are a data science team responsible for supporting teams working in the SEO domain. We create internal services using machine learning, based on which other teams implement new products. Our team includes a Product Owner, a Technical Owner, three Data Scientists, and two MLOps Engineers. The workload is increasing, so we are looking for a Machine Learning Engineer. Our stack:Google Cloud PlatformData Storage: ClickHouse, CloudSQLLanguage: PythonTools: Airflow, k8s, Docker, DVC, FastAPI, Catboost, PandasLLM APIs: OpenAI, Google, AnthropicWe will try to create all the right conditions for you to work and rest comfortably:It’s up to you to decide what work format works best for you. You can #wfo, #wfh, or mix bothFlexible working day startUnlimited PTOHobby benefitBreakfast, snacks, and coffee at the officeCorporate eventsTraining, courses, conferencesGifts for employeesFinally, a little more about our company:Semrush is a leading online visibility management SaaS platform that enables businesses globally to run search engine optimization, pay-per-click, content, social media and competitive research campaigns and get measurable results from online marketing. We’ve been developing our product for 16 years and have been awarded G2s Top 100 Software Products, Global and US Search Awards 2021, Great Place to Work Certification, Deloitte Technology Fast 500 and many more. In March 2021 Semrush went public and started trading on the NYSE with the SEMR ticker. 10, 000, 000+ users in America, Europe, Asia, and Australia have already tried Semrush, and over 1, 000 people around the world are working on its development. The Semrush team is constantly growing. Our new colleague, we are waiting for you!Semrush is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate based upon race, religion, creed, color, national origin, sex, pregnancy, sexual orientation, gender identity, gender expression, age, ancestry, physical or mental disability, or medical condition including medical characteristics, genetic identity, marital status, military service, or any other classification protected by applicable local, state or federal laws. All employment decisions are based on business needs, job requirements, merit, and individual qualifications. #J-18808-Ljbffr
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