Data and AI Specialist, Crunchbase
$100-120k
More information about location
Database of innovative companies
Open for applications
Database of innovative companies
201-500 employees
Open for applications
$100-120k
More information about location
201-500 employees
Company mission
To give anyone the tools to find out about innovative companies, from startups to global brands, and the people behind them.
Role
Who you are
- 1+ years of industry experience in data labeling or other data management fields
- Familiarity or experience in LLMs such as GPT
- Intermediate/Advanced SQL skills, Python skills
- Experience with Google Sheets
- You hold a high bar on code quality and enjoy building systems and tools that can be used by others
- You are excited and interested in production systems and enabling LLMs and other MLs models
- Excellent written and verbal communication skills, problem-solving skills, and analytical skills
- Ability to generate high-quality documentation
- Ability to work independently and in a team environment
- Physical Requirements:
- Prolonged periods of sitting at a desk and working on a computer
What the job involves
- The Data Management team at Crunchbase takes the lead in driving initiatives that not only ensure the accuracy but also accelerate the growth of our dynamic dataset
- We're seeking individuals with a passion for engaging in diverse projects that span across building tools to enable AI initiatives, optimization of AI models, research, data curation, analysis, and program management
- Compile and experiment with different prompts to test and optimize LLM outputs to achieve desired results
- Collaborate with data scientists and engineers to create training data sets and fine-tune the AI model's behavior and responses
- Define LLMs models' performance metrics and conduct regular evaluations to measure and improve model performance
- Design, develop, and maintain tools and infrastructure to support and enable LLM initiatives, staying ahead of industry advancements and updating tooling as necessary to ensure cutting-edge capabilities and optimal performance
- Keep abreast of industry best practices, stay informed on emerging trends, and ethical considerations in AI development
- Work with external vendors to get high quality data labels
- Review and fix and data quality issues within Crunchbase data
- Review and audit outsource team’s work to ensure the accuracy of the data entered in Crunchbase
Our take
Crunchbase is a platform that's designed for finding business information about public and private companies. This includes funding information, recent investments, leaders or founders, industry trends, and M&A news.
In addition to earning money via advertising, Crunchbase sells a range of products on a monthly basis, such as Crunchbase Pro and Crunchbase Enterprise, which allow users to run advanced searches of their database. Though it has competitors such as Owler, DealRoom and PitchBook, Crunchbase differentiates itself by covering a wider breadth of companies and having additional info on tech stacks and web traffic.
Crunchbase data is crowd-sourced, which means that people and companies enter data on themselves and others. This means that company info that is not widely available can be missed or added late, but despite these shortcomings, Crunchbase remains a premier spot for company information. Its latest round of funding will be used to grow its team as well as continue planned improvements, including the addition of enhanced machine learning-powered suggestions to the site.
Freddie
Company Specialist
Insights
Company
Funding (last 2 of 5 rounds)
Jul 2022
$50m
SERIES D
Oct 2019
$30m
SERIES C
Total funding: $106.5m
Company benefits
- Medical, vision, and dental coverage
- 401k and roth plans
- 14 weeks fully-paid parental leave
- Free One Medical membership
- Mental health days to recharge
- No meeting day every Thursday
- Flexible vacation policy
- Generous wellness reimbursement plan
- $1k allowance to build your home office
- Monthly internet stipend
- Monthly stipend for coffee or a quick bite with colleagues
- Annual carbon offset coverage
- Volunteering time off (VTO)
- $3k learning and development stipend ($1k eligible for student loan repayment)
- Matching charity contributions
Company values
- Take the Initiative - We have an entrepreneurial mindset and take the initiative to create value for our customers
- Be Open - We are generous and courageous when giving and receiving feedback. We are good listeners and embrace diversity of thought
- Develop Your Craft - We bring a spirit of curiosity to all that we do. We strive to improve by celebrating achievements and learning from mistakes
- Put Customers First - We prioritize understanding customer needs and exceeding their expectations in everything we do
- Do Good - We help each other. We are active participants of our community, inside and outside our office
Articles
Leadership
Michael Arrington
(Founder)Studied at UCB and Stanford law before practicing at O'Melveny Myers and Wilson Sonsini Goodrich & Rosati. Founded Crunchbase in July 2007 before going on to found and lead TechCrunch to a successful exit with AOL. Most recently co-founded CrunchFund.
Share this job
View 7 more jobs at Crunchbase