Artificial Intelligence Engineer
hace 4 semanas
Welcome to Semrush, a leading global IT firm dedicated to crafting innovative solutions for digital marketers. We are excited to present an opportunity for an Artificial Intelligence Engineer who is eager to transform concepts into functional applications through programming, algorithms, and a touch of creativity.
Key Responsibilities- Manage the complete project lifecycle: From defining problems and conducting research to experimentation, model deployment, and ongoing evaluation.
- Design and implement models for classification, ranking, regression, and clustering.
- Engage with Large Language Models (LLM): including embeddings, prompt engineering, and model optimization.
- Enhance the infrastructure for running experiments, archiving results, retraining models, and ensuring quality control and alerts.
- Collaborate with data provider APIs.
- Conduct code reviews.
- Minimum of 3 years of experience in Data Science, MLOps, or Machine Learning Engineering.
- Deep understanding of machine learning algorithms, probability, statistics, and linear algebra.
- Expertise in Python and the machine learning technology stack.
- Familiarity with Docker and Kubernetes.
- Proficient in SQL.
- Experience with Large Language Models.
- Background in Natural Language Processing (NLP).
- Knowledge of Data Version Control (DVC).
- Experience with GitLab CI.
- Familiarity with Google Cloud Platform and Vertex AI.
- Experience in developing ETL workflows using Airflow.
- Proficient in deploying machine learning systems with both batch and real-time processing, along with monitoring tools such as Grafana and Prometheus.
- Commitment to reproducible research.
- Alignment with our core values: Trust, Ownership, and a passion for Continuous Improvement.
Our data science team plays a crucial role in supporting initiatives within the SEO sector. We develop internal services utilizing machine learning, which empower other teams to create new products. Our team consists of a Product Owner, a Technical Owner, three Data Scientists, and two MLOps Engineers. As our workload expands, we are seeking an Artificial Intelligence Engineer to join us.
Our Technology Stack- Google Cloud Platform
- Data Storage Solutions: ClickHouse, CloudSQL
- Programming Language: Python
- Tools: Airflow, Kubernetes, Docker, DVC, FastAPI, Catboost, Pandas
- LLM APIs: OpenAI, Google, Anthropic
- Choose your preferred work format: remote, in-office, or a hybrid approach.
- Flexible start times for your workday.
- Unlimited paid time off.
- Benefits for personal hobbies.
- Complimentary breakfast, snacks, and coffee in the office.
- Company-sponsored events.
- Opportunities for training, courses, and conferences.
- Employee appreciation gifts.
With over 15 years of experience in product development, Semrush has received numerous accolades, including G2's Top 100 Software Products and the Great Place to Work Certification. We went public in March 2021 and are traded on the NYSE under the ticker SEMR.
Join our team of over 1,000 dedicated professionals worldwide and contribute to building the leading online visibility management SaaS platform for digital marketers.
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