Senior Data Scientist at CB Insights

| Greater NYC Area
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TITLE: Senior Data Scientist (CB Information Services, Inc. d.b.a. CB Insights – New York, NY)

HOURS: 40 hours per week, Monday-Friday, 9:00-5:00

DUTIES: Analyze how data science projects impact the business and design solutions accordingly. Spearhead use of best practice in using various machine learning and NLP techniques and technologies. Identify root causes and develop solutions to improve robustness for the data science teams systems. Drive improvement of code quality and serve as an example to follow through code reviews. Deliver complex large-scoped features independently, including designing and implementing a solution that is running successfully in production. Develop data models to effectively gather information from disparate sources, analyze it, identify trends, extract useful information and surface the information onto our system platform. Develop end-to-end machine learning and NLP-based systems to extract structured information from unstructured data. Identify key areas for workflow improvements and develop tools to help reduce time for development of these systems. Share machine learning and NLP expertise via presentations and knowledge sharing sessions. Collect business intelligence data from available industry reports, public information, field reports, and purchased sources. Build standardized data products to extract business intelligence of companies and industries which supports data driven decisions. Document and disseminate information regarding tools and the developed systems. Utilize best practices for training, testing, and validation to build accurate and reliable models. EOE.

REQTS: Must have Master’s degree or foreign equivalent in Computer Science, Quantitative Methods, Statistics, Economics, or a related quantitative field plus three (3) years of experience in the job offered, as a Data Scientist, or a related role. Must have three (3) years of experience with: using Machine Learning (ML) to design and implement data science solutions; analyzing business problems and the feasibility of a data science solution, data wrangling and visualization, and predictive modeling and fine tuning; developing Natural Language Processing (NLP) and Natural Language Generation (NLG) systems using industry best practices including information extraction, topic modeling, language modeling and linguistic surface realization; leveraging big data technologies and data warehouses including relational databases, Spark and Hadoop; statistical inference and modeling including hypothesis testing and model interpretations; experiment design and analysis; SQL; Python; version control systems and bash; defined and measured performance on machine learning systems for stakeholders; and documented deployed ML systems functionalities on the preservation of institutional knowledge.

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Technology we use

  • Engineering
    • GolangLanguages
    • JavascriptLanguages
    • PythonLanguages
    • ReactLibraries
    • ReduxLibraries
    • MySQLDatabases

Location

498 7th Avenue, 12th Floor, New York, NY 10018

An Insider's view of CB Insights

What are some social events your company does?

To help foster cross team communication & collaboration, here are some things CB Insights does:

- yearly company offsite
- monthly company-wide team building events (past events include: bubble ball, game night, talent show, spelling bee, wine tasting, field day, etc.)
- monthly anniversary socials
- volunteer
- Ladies Lunches
- holiday party

Javonne

Senior Associate Recruiter

What's the biggest problem your team is solving?

Our team brings new datasets to the platform. A few valuable ones are patents, earnings transcript & press articles from special verticals.Instead of just surfacing the data, we run topic modeling, sentiment analysis & improving recommendation systems.The innovative way of feeding info helps clients to be sensitive to trends moving in the industry.

Shisi

Software Engineer

What does career growth look like on your team?

Our Sales Development Representative team has had tremendous growth over the past couple of years. Our career path is clear, we offer coaching and mentorship in order to successfully promote the team. Our SDRs know exactly what they need to accomplish in order to move up the ladder and grow both personally and professionally.

Logan

Senior Manager, Sales Development

How do your team's ideas influence the company's direction?

Customer Success at CBI acts as the intermediary between our clients and the org. Because of this, we are in a position to voice opinions that influence the product, events we host, and the intelligence we publish. With our fingers on the pulse of emerging tech, we are equipped to become strategic advisors for our customers and also the org.

Graham

Senior Manager, Customer Success

What projects are you most excited about?

I'm excited to accelerate our ability to ingest existing data sets. As we continue to expand our data sources, the Product and Data team have worked together to come up with solutions to manage the volume of data that enters the CBI database. I'm eager to work with engineers to start incorporating more automation to boost efficiency in our tools.

Anna

Technical Project Manager

What are CB Insights Perks + Benefits

CB Insights Benefits Overview

Subsidized health, dental, and vision insurance
401k with up to 4% match
$1,000 continuing education stipend
One Medical
Daily lunch stipend
Unlimited sick days
vacation + holidays

Culture
Volunteer in local community
Friends outside of work
Eat lunch together
Daily stand up
Open door policy
Team owned deliverables
Team based strategic planning
Group brainstorming sessions
Pair programming
Open office floor plan
Diversity
Unconscious bias training
Mean gender pay gap below 10%
Health Insurance & Wellness Benefits
Flexible Spending Account (FSA)
Up to $2,000 towards towards your FSA with up to $500 rollover.
Dental Benefits
Two different plan options to select from.
Vision Benefits
Health Insurance Benefits
3 different plan options through Empire Blue Cross Blue Shield
Life Insurance
Retirement & Stock Options Benefits
401(K)
CB Insights 401(K) program allows employees to starting contributing their 4th month of employment.
401(K) Matching
CB Insights 401(K) program matches upto 4% of an employee's contribution with immediate vesting.
Performance Bonus
CB Insights offers a performance bonus for all non-commissioned roles based on company and personal performance.
Child Care & Parental Leave Benefits
Generous Parental Leave
We provide up to 12 weeks of maternal leave and 8 weeks of paternal leave.
Remote Work Program
Family Medical Leave
Return-to-work program post parental leave
Company sponsored family events
Acme co. sponsors family oriented events Annually.
Vacation & Time Off Benefits
Generous PTO
Paid Volunteer Time
Paid Holidays
Paid Sick Days
Perks & Discounts
Casual Dress
Commuter Benefits
Company Outings
Free Daily Meals
Stocked Kitchen
Snacks, coffee, tea and all the goldfish you can handle.
Some Meals Provided
$8 off towards seamless for lunch every day!
Happy Hours
Recreational Clubs
We have different culture clubs you can join including hiking and book clubs.
Professional Development Benefits
Job Training & Conferences
Diversity Program
Lunch and learns
Acme Co. hosts lunch and learn meetings once per month.
Promote from within
Continuing Education stipend
$1,000 towards education stipend after you have been with us for 6 months.
Customized development tracks

Additional Perks + Benefits

Subsidized Health Insurance, 401(K) with Matching, Yearly Education Stipend, Lunch Stipend, 3D Printer, Office Gong, Awesome Team Building Events

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