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This job is closed
Nethermind is looking for a Senior Data Scientist to help innovate to bring data science solutions to the Forta ecosystem. You will analyze blockchain attack data and prototype data science solutions to glean insights into the attacks, predict attacks and scams, and aid with the consumption of alerts. In this role, you will work and empower the broader data science and academic research community to bring innovative solutions to the Forta ecosystem through prototyping, educational content, research papers & blog posts, data curation, and data science competitions.
The ideal candidate is passionate about how data science can help derive insights that can protect web3 ecosystem and is thrilled to work with a global data science and research community.
Resources:
- Data Science and Machine Learning on Forta
- Kaggle Competition: It's Time to Protect Web3 with Forta
- Forta Labeled Datasets
What you’ll be doing
- Analyze blockchain and attack data
- Prototype a broad range of models: from supervised to unsupervised models to detect attacks, rank alerts, provide context to alert data
- Empower the data science community to protect web3 (e.g. through data set curation, prototyping, contest preparation)
- Work with data science and engineering community to evolve the Forta Network’s data science and machine learning capabilities
- Facilitate a research agenda with the data science and academic research community (e.g. through RFPs and regular community calls)
- Educate the broader community on data science approaches to web3 through statistics and data science (e.g. through research papers & blog posts, conference talks, social media presentations)
Ideally, you have:
- 5+ years of professional experience in Machine Learning, Natural Language Processing, Deep Learning, Anomaly Detection, Clustering, Time Series Analysis, and related areas.
- Expertise with Python and experience with other scripting languages (e.g., R, or similar).
- Experience with libraries such as Pandas, Keras, Pytorch, Scikit-learn etc. to build ML models.
- Attention to detail with self-discipline and a drive for results.
- Demonstrated ability to work in ambiguous situations and with geographically distributed teams.
- Bachelor’s degree in Statistics, Mathematics, Computer Science, Engineering, or related technical field or equivalent experience.
- Excellent writing and communication skills
- Ability to convey complex technical topics into easy to understand materials
- Strong personal organizational skills and a love for self-time management.
- Passion and/or experience with open-source or cybersecurity or similar highly technical industry is preferred.
- Technical knowledge of blockchain, DeFi and the Ethereum ecosystem is preferred.
At Nethermind, we are an equal opportunity employer and we value different perspectives. We are committed to building a diverse workforce. This includes but is not limited to gender, race, sexual orientation, religion, national origin and other characteristics that make each one of us unique. In this uniqueness, we find the most value. Come join us!
How do I get a job at DeFi?
Getting a job in the DeFi (decentralized finance) industry can be a competitive process, but there are a few steps you can take to increase your chances of finding a job in this field:
- Build up your skills and knowledge: To work in DeFi, you'll likely need to have a strong understanding of blockchain technology, as well as other related technologies such as smart contracts and cryptocurrency. Consider taking online courses or earning a degree in a relevant field to build up your skills and knowledge.
- Network with industry professionals: Attend meetups and conferences related to DeFi and make connections with professionals in the industry. Networking can be a valuable way to learn about job openings and get your foot in the door at a DeFi company.
- Create a strong online presence: Many DeFi companies will look at your online presence (such as your LinkedIn profile and personal website) when considering you for a job. Make sure to showcase your skills and accomplishments online and keep your profile up to date.
- Apply for relevant job openings: Keep an eye out for job openings at DeFi companies and apply for positions that align with your skills and experience. Apply for DeFi Jobs without Experience. Tailor your resume and cover letter to the specific job you're applying for and highlight any relevant experience or skills you have.
- Consider internships or volunteer work: DeFi Internships or volunteer work can be a great way to get your foot in the door and gain valuable experience in the DeFi industry. Many companies also offer internships to students, so consider applying for an internship if you're still in school.
- Be persistent: keep trying if you don't get a job right away. It can take time to find the right opportunity, but with the right skills and determination, you can land a job in the DeFi industry.