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CB Insights // tracking private companies
 
Engineering, Full Time    New York City or Remote    Posted: Friday, September 17, 2021
 
   
 
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JOB DETAILS
 

Want to build a product that uses data to see & make sense of the future?

If you are passionate about data science & wish to use data to create innovative products that clients love, we want to talk with you!

At CB Insights we build products that help clients make sense of the future & drive their businesses forward using data. Our system retrieves large amounts of structured & unstructured data & uses scientific methods to extract knowledge & insights from that data. We present those analytics through a sophisticated, dynamic user interface which enables our clients to find answers to their most important questions.

As a Data Scientist at CB Insights, you will explore & work with large data sets & use your experience in Machine Learning & Natural Language Processing (NLP) to extract unique insights that become features on our platform. This involves working on a wide range of problems including text classification, entity extraction, topic modeling, recommender systems & others.

You will be part of a high impact R&D team with clear ownership & passion to form the future. The algorithms the team develops lead directly to new products & services we offer as a business. We want you to learn & understand the drivers of our business deeply & be able to explain your approach to your team & to others at the company.

Much of our software team has been with us for several years, despite a white-hot tech market with options galore. We attribute this to our collaborative, teach & learn culture where the role evolves with your interests.

If this sounds interesting to you, reach out & join CB Insights now!

Key Responsibilities:

  • Build & improve models using natural language processing (NLP) & machine learning  to extract insights from unstructured data
  • Explore & analyze diverse datasets (news, sec filings, audio transcripts, patents, etc.) to find patterns & develop models underlying our products
  • Use best practices for training, testing & validation to build accurate & reliable models
  • Understand business requirements & identify best strategies & relevant data to solve the issue at hand
  • Utilize ETL, database & analytical tools to extract & transform data for analytical needs
  • Collaborate & work closely with Engineering, Product & Design to create high quality reliable products
  • Participate in code reviews & sprint planning, help to identify new opportunities & share knowledge with your colleagues

Requirements & Qualifications:

  • Masters or PhD in computer science, computational linguistics or a related field
  • 3+ years of professional experience working on NLP/ML projects
  • Experience building & fine tuning NLP systems using conventional ML & NLP practices
  • Knowledgeable about statistical modeling & optimization
  • Proficiency with SQL
  • Proficiency in Python
  • Experience with using Spark & exposure to other big data technologies
  • Excellent written & verbal communication skills
  • Excellent problem solving & analytical skills

Additional Qualifications:

  • Experience working with data warehouses Eg: Redshift & other similar database systems
  • Proficiency developing in a Mac/Linux environment
  • Believer in Lean & Agile values & principles for building software
  • Helpful, Humble Human
  • Love for learning & experimentation

Whats CB Insights All About

The CB Insights platform is the smartest way to explore & exploit emerging technologies. We help the worlds leading companies accelerate their digital strategy & transformation with data, not opinion. Our Emerging Technology Insights Platform fuses machine & human intelligence to help you discover & manage your response to emerging technology startups & markets.

The Perks:

  • Amazing culture that emphasizes Hard Work, High Standards, Hunger, Helpfulness, & Humility. Learn more here
  • A newsletter that 700k+ people follow:  Sign up here.
  • Be Healthy: Health with HSA & FSA options, dental, & vision insurance along with unlimited/take what you need sick day policy
  • Plan for the future: 401k with up to 4% match
  • Continued Learning: $1,000 yearly continuing education stipend
  • Rest & Relax: Competitive vacation & holiday plans 
  • Refuel: In office daily lunch stipend, unlimited snacks/coffee

We know that diversity makes for the best problem-solving & creative thinking. We are dedicated to adding new perspectives to the team & encourage everyone to apply if your experience is close to what we are looking for.  

Equal Opportunity Employer: CB Insights is committed to creating a diverse environment & is proud to be an equal opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, gender, gender identity or expression, sexual orientation, national origin, genetics, disability, age, or veteran status.

If you know someone who'd be perfect for the role, 

submit here & you'll be eligible for $5,000!

 
 
 
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