Data Science Intern at QuantCo

United States

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

N/AIndustries

Requirements

Major, minor, or research focus in economics, statistics, mathematics, computer science, engineering, physics, or similar fields at a leading university
In-depth understanding of mathematical and statistical concepts behind the most common machine learning techniques and a proven interest in causal inference questions (e.g., A/B tests)
Experience in coding and working with data (from a previous research or industry internship or extensive course projects) using Python (Pandas, XGBoost/LightGBM), and git
Excellent quantitative abilities
Ability to see solutions and opportunities that others do not see
High level of commitment and reliability, good balance of pragmatism and perfectionism
Business proficiency in English
Team player

Responsibilities

Identifying the right framework and questions to translate a business challenge into a statistical problem
Locating and combining data sources as well as transforming large datasets
Running in-depth analyses
Building machine learning models that automate large-scale decisions
Integrating machine learning models into live business processes
Interpreting, visualizing, and communicating results to internal and external stakeholders

Skills

Key technologies and capabilities for this role

PythonPandasXGBoostLightGBMgitSQLMachine LearningCausal Inference

Questions & Answers

Common questions about this position

What compensation is offered for the Data Science Intern position?

QuantCo offers a generous compensation package that includes a base salary, bonus, relocation and housing support along with additional location-based benefits.

Is this Data Science Intern role remote or does it require office presence?

This information is not specified in the job description.

What skills are required for the Data Science Intern role?

Required skills include excellent quantitative abilities with a focus in economics, statistics, mathematics, computer science, engineering, or physics; in-depth understanding of machine learning and causal inference; and experience coding with Python (Pandas, XGBoost/LightGBM) and git.

What is the company culture like at QuantCo?

You will be part of a smart, motivated, and driven team that revels in working on challenging problems, values customers and users, delivers impactful products, and respects each other's contributions.

What makes a strong candidate for this Data Science Intern position?

Strong candidates are team players with excellent quantitative abilities from a leading university, in-depth ML knowledge, proven coding experience in Python and git, ability to see unique solutions, and a balance of pragmatism and perfectionism.

QuantCo

Data analytics for business decision-making

About QuantCo

QuantCo specializes in transforming data into actionable business decisions. The company offers specialized products such as algorithmic pricing, data-driven claims management, and high-dimensional forecasting solutions. These products help businesses optimize operations, set optimal prices, manage insurance claims efficiently, and predict future trends accurately. QuantCo differentiates itself from competitors by combining advanced data expertise with practical business knowledge, thanks to a diverse team of over 100 experts in economics, data science, software engineering, and machine learning. The goal of QuantCo is to create significant economic impacts for its clients, which include large organizations in financial services, retail, industrial, and healthcare sectors, by providing tailored solutions that enhance decision-making and drive revenue.

Berlin, GermanyHeadquarters

2017Year Founded

VENTURE_UNKNOWNCompany Stage

Data & Analytics, AI & Machine Learning, Financial ServicesIndustries

51-200Employees

Benefits

Stock Options

Relocation Assistance

Hybrid Work Options

Risks

Emerging AI startups offering cheaper solutions threaten QuantCo's market share.

Rapid AI advancements may require QuantCo to invest heavily in R&D.

Data privacy regulations like the EU's AI Act could increase compliance costs.

Differentiation

Founded by Harvard and Stanford PhDs, QuantCo boasts a highly educated team.

QuantCo offers specialized products like algorithmic pricing and high-dimensional forecasting.

The company serves major financial, retail, industrial, and healthcare organizations globally.

Upsides

Rising demand for algorithmic pricing in retail boosts QuantCo's market potential.

Predictive modeling for supply chain optimization is gaining traction in the industrial sector.

Increased investment in forecasting tools by financial institutions enhances QuantCo's opportunities.

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