Senior Software Developer (Text Processing / NLP)

Chenope; Berlin; Vor Ort; EUR 65.000 - 85.000; Vollzeit

Zusammenfassung

A software research and development firm in Berlin is seeking a Senior Software Developer skilled in Text Analytics and NLP. You will focus on detecting disinformation and developing innovative analytic systems. Candidates should have at least 5 years of experience, a strong computer science background, and expertise in data collection techniques. The role offers the opportunity to engage in impactful projects with advanced technology. Competitive compensation and benefits included.

Qualifikationen

• At least 5 years of industry or equivalent experience.
• Must have an NLP or CL background; IR background also helpful.
• Ability to function as a professional software engineer.

Aufgaben

• Work on projects detecting disinformation and implicit bias.
• Implement proof of concept and example systems with existing technology.
• Contribute to research in sensor fusion and complex visualizations.

Kenntnisse

Text Analytics

Natural Language Processing (NLP)

Data Collection

Scraping

APIs

Software Engineering

Computer Science

Tools

Java

AWS

Jobbeschreibung

Overview

We are hiring to create software research and development labs in a few different areas. These are true R&D labs in the sense that they will be expected to produce commercial products. The current focus is on building development teams for implementing proof of concept and example systems with some of our existing technology.

We are hiring Senior Software Developers with experience in Text Analytics, and NLP, to work on projects in the following areas:

• Detecting coordinated disinformation
• Fusing text from a variety of different sources
• Detecting implicit bias in online sources

Requirements

• At least 5 years of industry or equivalent experience
• Must have an NLP or CL background; IR background also helpful
• Must have experience in data collection from a large variety of data sources using both scraping and APIs
• Must have experience with tools and processes to validate the accuracy of the collection
• Ability to function as a professional software engineer. Strong computer science background
• Evidence of original work, whether work on well-known product, GitHub, papers, patents, etc
• Ability to make yourself understood in English

Nice to have

• Experience with scalable text-oriented data storage
• Experience with different types of AI techniques (e.g. different types of ML, symbolic systems, etc)
• Java
• AWS

Specific Areas

DISINFORMATION

Text analytics (multiple positions)

• Must have an NLP or CL background; IR background also helpful
• Experience with scalable text-oriented data storage helpful
• Prior background in machine vision, ML, or image processing
• Prior experience with scoring images and videos for specific qualitative features helpful
• Must have experience in data collection from a large variety of data sources using both scraping and APIs
• Must have experience with tools and processes to validate the accuracy of the collection

Heterogeneous Sensor Fusion (primary focus on drones, multiple positions)

• Prior work with sensor fusion, multi-evidence systems, or any other type of system in which very different types of data are being combined in order to generate better analytic results.
• Prior experience with mathematical representations of complex, unstructured data such as hypergraphs.
• Prior work with large scale data sets, particularly represented in graphs.
• Prior work analyzing data from sensor types such as infrared, thermal, acoustic, and optical.
• Knowledge of statistics helpful

Complex Visualization

• Prior experience designing & implementing complex visualizations, preferably in military or other mission-critical contexts
• Strong knowledge of HCI principles
• Prior experience usability testing and iteratively

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