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22 Jan 2019

Full-Time Internship Machine Learning Internship @ Dublin

Posted by OUTBOUND County Dublin, Ireland

Internship Description

Who are we:
Outbound ( https://www.outboundsales.io ) is a startup company with a new revolutionary B2B outbound sales global platform.
We are looking to take on an ambitious intern who has the skills to work directly on large enterprise SaaS platform.
Job Description:
We are looking for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and pre processing, to training models and deploying them to production.
The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.
Responsibilities:
Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress
Managing available resources such as hardware, data, and personnel so that deadlines are met
Analyzing the ML algorithms that could be used to solve a given problem and ranking them by their success probability
Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
Verifying data quality, and/or ensuring it via data cleaning
Supervising the data acquisition process if more data is needed
Finding available datasets online that could be used for training
Defining validation strategies
Defining the preprocessing or feature engineering to be done on a given dataset
Defining data augmentation pipelines
Training models and tuning their hyperparameters
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production
Skills:
Proficiency with a deep learning framework such as TensorFlow or Keras
Google deep mind
Building custom natural language processing algorithms.
Strong background in maths and statistics
Engineering background preferable
Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
Expertise in visualizing and manipulating big datasets
Proficiency with OpenCV
Familiarity with Linux
Ability to select hardware to run an ML model with the required latency

Why Outbound?
Work in a startup environment and have direct decision making ability and full creativeness.
Work on highly scalable global SaaS platform with proven huge demand.
Guaranteed full time position after successful completion with full training & career progression including future employee share options as we – want our team to own some of a the company.
Growing Industry in a highly lucrative area.
Work on your own initiative and gain professional experience
Beer Fridays and regular social events and team building
Located in the New DIT Hothouse incubator for high potential start up companies.
We want someone who has – a big interest in startup companies and wants to be part of this growth and make their name stand out in the tech world by building a leading platform.
Duration: 6 months, Please note that this is an unpaid internship with full time role offered upon completion – This can be accelerated by company achievement.

Hours of work: Mon-Fri. 9am – 6pm

Location: DIT Hothouse Incubator

How to apply? → poornima@outboundsales.io

Job Categories: IT, Web & Graphic Design. Job Types: Full-Time Internship.

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