Senior Data Scientist - Berlin, Deutschland - Forto GmbH

Forto GmbH

Geprüftes Unternehmen

Berlin, Deutschland

vor 2 Wochen

Geschrieben von:

Lena Wagner

beBee Recruiter

Beschreibung

Our Company:

What if...

your work would empower change in an industry that essentially impacts the prosperity of the entire world? Forto is in business to exactly do that - disrupt logistics Simplifying global trade has been our mission from day one.

Our exponentially growing team of more than 550 technology and logistics experts, forge ahead each day with the goal to deliver a highly transparent, frictionless and sustainable digital supply chain.

Our company is headquartered in Berlin, Germany, and currently has in total 12 offices across Europe and Asia, including Copenhagen, Hamburg, Ho Chi Minh City, Singapore, Hong Kong, and Shanghai.

Leading manufacturers and e-commerce brands are among the 2.500 customers using Forto's digitally-focused offerings as part of their supply chain delivery.

Among the fastest growing logistic start-ups in Europe, Forto's recent investment round (June 2021) placed the company valuation at more than $1.2 billion.

At our core, we are in love with progress and cannot cope with the standstill. We leave old paths and look for new roads. We are constantly striving for ways to be even better tomorrow. We are facilitators, we are explorers, we are visionaries.

If you are looking for something extraordinary to work for - join the crew to become a part of our pioneer expedition.

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Your Role:

We are looking for results-oriented Senior Data Scientists who are ready to take on some of the most impactful problems of global trade.

At Forto, the data science team works on machine learning models for the most important processes and parts of Forto's transport management platform.

The work consists of owning machine learning use cases as part of a product team; starting from identifying opportunities, to developing and prototyping a solution, all the way to deploying, maintaining, and improving a production-ready solution.

We use a variety of technologies and tools including Python, SQL, Looker, Airflow, Docker, Argo, CircleCI, and a variety of GCP services to get the job done, and constantly look for ways to improve how our data scientists work.

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You Will:

Identify opportunities for machine learning solutions to create financial impact, partnering with business/tech managers.
Build stateoftheart machine learning models that will have an impact on financial growth and operational efficiency.
Collaborate with product managers, engineers, and logistics managers to translate analytical insights into decisions and actions.
Deep dive into the current industry and business practices of global trade, supply chain, and freight forwarding to identify opportunities for improving Forto products and services with datadriven solutions.
Communicate results in a clear businessfocused narrative and act on product decisions.
Develop analytical frameworks to monitor business and product performance

What you bring:

An advanced degree in Mathematics, Statistics, Operations Research, Economics, Computer Science, or a similar domain
Relevant industry experience in data science, product analytics, or related quantitative role
Working experience in an analytical role involving data extraction, analysis, statistical modeling, and communication
Handson experience with productionlevel data science projects — from prototyping to deploying and maintaining and improving productionready solutions
Proficiency and experience in writing structured and efficient queries on large data sets with data querying languages.
Experience in programming, especially with data science and visualization libraries in Python or R
Working knowledge of ETL, automation scripts, data pipelines, and visualization tools
Experience in data collection and feature extraction on tabular and timebased data
Experience in data science concepts such as dimension reduction, classification, regression, feature extraction, feature hashing and bias/variance tradeoffs
Experience in forecasting and optimisation projects is a plus
Strong verbal and written communication skills, as well as ability to collaborate with crossfunctional partners
Experience in automation workflow tools such as Matillion and Argo is a plus

Forto is an internationally growing company:

Company language: English
17+ offices across Europe & Asia
800+ employees
30+ nationalities represented

customers

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Team:

At our core, we are in love with progress and cannot cope with the standstill.
We are constantly striving for ways to be even better tomorrow. We are facilitators, we are explorers, we are visionaries.
We stand for a workplace where people from diverse backgrounds can do their best work and be themselves.
We consider empathy as the basis for effective collaboration and believe that diverse perspectives result in more insightful products and solutions. We want to create a place of belonging where everyone has an equal opportun