Senior Data Scientist - NLP and Machine Learning
SemrushAbout the Role
Join Semrush's Honey Team as a Senior Data Scientist, where you'll be at the forefront of advancing our data-driven products using your expertise in NLP and machine learning. This role is perfect for those passionate about turning ideas into reality through code, algorithms, and a touch of magic.
Responsibilities
- Prompt Engineering: Develop and refine prompts to optimize NLP model performance.
- Text Generation: Design, implement, and optimize models for producing coherent, contextually appropriate text outputs while maintaining high standards of text quality.
- Text Classification: Develop and improve models to accurately categorize and label text data, such as determining formality levels and classifying topics.
- Model Evaluation: Continuously evaluate and improve models using standard NLP metrics and develop custom metrics to ensure high performance, accuracy, and text quality.
Who We Are Looking For
- 3+ years of experience in a similar role.
- Proficiency in writing clean, maintainable Python code.
- Experience with natural language processing (NLP).
- Experience with open-source LLMs like LLaMa and Phi-3, and API-based LLMs such as GPT, Claude AI, Gemini.
- Strong understanding of the principles of machine learning algorithms, probability theory, statistics, linear algebra.
- Experience working with databases.
- Proficiency with visualization tools.
- Ability to write tests for code and conduct code reviews.
A Bit About The Team
The Honey team is responsible for the data science aspects of content tools such as Content Marketing Toolkit, ContentShake, and GoodContent Hub. Focusing on NLP and ML components, we work closely with other development teams to enhance product capabilities and deliver innovative solutions.
Benefits
- Flexible working day start.
- Unlimited PTO.
- Hobby benefit.
- Breakfast, snacks, and coffee at the office.
- Corporate events.
- Training, courses, conferences.
- Gifts for employees.
About Semrush
Semrush is a leading online visibility management SaaS platform used by over 10,000,000 marketers worldwide. Established in 2008, we have grown into an all-in-one marketing suite with more than 55+ products, tools, and add-ons. Our vision is to create the only tool a digital marketing team would ever need. We are committed to fair and transparent online competition, providing equal opportunities for everyone.
Benefits Extracted with AI
- Flexible working hours
- Unlimited PTO
- Hobby benefit
- Breakfast, snacks, and coffee at the office
- Corporate events
- Training, courses, conferences
- Gifts for employees
Similar jobs
Last update: 23 minutes ago
Senior Data Scientist - Enterprise Solutions
Join Semrush as a Senior Data Scientist to develop machine learning-based SEO analysis workflows.
Senior Data Scientist - Enterprise Solutions
Join Semrush as a Senior Data Scientist to develop ML-based SEO workflows. Remote role with flexible hours and great benefits.
Senior Data Scientist - Enterprise Solutions
Join Semrush as a Senior Data Scientist to design and develop ML-based SEO workflows. Remote position with flexible benefits.
Machine Learning Engineer - Data Science Team
Join Semrush as a Machine Learning Engineer to develop ML models, work with LLMs, and support SEO teams. Remote work, flexible hours, and great benefits.
Data Scientist with NLP and Machine Learning Expertise
Join NICE as a Data Scientist to develop NLP algorithms and models, enhancing contact center solutions.
Machine Learning Scientist, NLP
Join Abridge as a Machine Learning Scientist specializing in NLP to advance healthcare AI solutions.
Senior Machine Learning Engineer
Join NIQ as a Senior ML Engineer to develop and implement AI models using Python, PyTorch, and Azure in a hybrid work environment.
Senior Machine Learning Engineer
Join Atypon as a Senior ML Engineer to develop AI solutions in NLP, deep learning, and MLOps. Remote position in Athens.
Senior Software Engineer, Machine Learning
Join as a Senior Software Engineer in Machine Learning, working remotely to build ML-driven products for user engagement.
Senior Growth Data Scientist
Join MoonPay as a Senior Growth Data Scientist to drive business growth and optimize ROI through data-driven strategies.
Machine Learning Engineer
Join Ema Unlimited as a Machine Learning Engineer in SF Bay Area, working on cutting-edge AI solutions with a focus on NLP and ML technologies.
Senior Machine Learning Engineer
Join as a Senior Machine Learning Engineer to design and deploy advanced ML solutions using Python, Spark, and cloud platforms. Remote work opportunity.
Senior Data Scientist (Contractor)
Join Thoughtworks as a Senior Data Scientist (Contractor) to solve complex business problems using data science and machine learning.
Senior Machine Learning Engineer
Join Olo as a Senior Machine Learning Engineer to build and scale ML models for the restaurant industry. Remote work available.
Machine Learning Engineer with AI/ML Experience
Join us as a Machine Learning Engineer to develop AI/ML models and applications. Work remotely with top-tier companies.
Machine Learning Engineer
Join OfferFit as a Machine Learning Engineer to design and scale AI platforms. Work remotely with a focus on Python, MLOps, and data science.
Senior Machine Learning Engineer - NLP
Join Parrot as a Senior Machine Learning Engineer focusing on NLP to develop cutting-edge AI solutions for legal tech.
Technical Product Manager - Data Science and Machine Learning
Join Stack Overflow as a Technical Product Manager focusing on Data Science and Machine Learning. Remote work, competitive salary, and great benefits.
Senior Data Scientist - NLP
Join Zendesk as a Senior Data Scientist specializing in NLP to develop AI-driven customer service solutions. Remote work available.
Senior Machine Learning Engineer
Join Echo Analytics as a Senior Machine Learning Engineer in Paris. Leverage ML to drive data modeling and design intelligent data flows.
Senior Data Scientist, Analytics - Performance & Quality
Join as a Senior Data Scientist focusing on analytics, performance, and quality in a remote role with competitive salary and benefits.
Senior Machine Learning Engineer
Join Nike as a Senior Machine Learning Engineer to develop and optimize ML algorithms for innovative applications.
Frontend Developer with React Experience
Join Semrush as a Frontend Developer with React expertise. Work remotely, develop new features, and solve real-world problems.
Senior AI/ML Engineer
Join 3Pillar as a Senior AI/ML Engineer to develop innovative AI solutions in a remote, global team.