Data Scientist Honey Team

Job Description

Hi there!
We are Semrush a global IT company developing our own product a platform for digital marketers. New stars are born here so dont miss your chance.
This is our role Data Scientist for those who want to turn ideas into reality using code algorithms and maybe a bit of magic

Tasks in the role

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

Requirements

Who we are looking for

• 3 years of experience.
• Proficiency in writing clean maintainable Python code.
• Experience with natural language processing (NLP).
• Experience with opensource LLMs like LLaMa and Phi3 and APIbased 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.

They say there are no perfect candidates but that might well be you if

• Proficiency with visualization tools
• Experience using Docker
• Ability to write tests for code
• Experience conducting code reviews
• You share our common values: Trust because we prefer to speak up and be our true selves; Sense of Ownership because its not worth wasting time on something you dont believe in; and enthusiasm for Constant Changes because we are always looking to make things better

A bit about the team

You can get to know the team better at one of the interviews but some brief information about future colleagues will be useful now.
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.

We will try to create all the right conditions for you to work and rest comfortably

• Its up to you to decide what work format works best for you. You can #wfo #wfh or mix both.
• Flexible working day start
• Unlimited PTO
• Hobby benefit
• Breakfast snacks and coffee at the office
• Corporate events
• Training courses conferences
• Gifts for employees

Finally a little more about our company

Weve been developing our product for 15 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.

users in America Europe Asia and Australia have already tried Semrush and over 1000 people around the world are working on its development. The Semrush team is constantly growing.
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.