Machine Learning Engineer

Deadline: 26 September 2019

Employment term: Permanent

Category: Software development

Job type: Full time

Location: Yerevan

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 preprocessing, 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.

The ML team is now developing an voice-based chat-bot, ad seeks your creative input in this challenging engineering task.

Job 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

Required qualifications

  • Experience with a deep learning framework such as TensorFlow, Keras, PyTorch

  • Experience with Python and basic libraries for machine learning such as scikit-learn and pandas

  • Experience with Numpy, Pandas, Matplotlib

  • Experience with visualizing and manipulating big datasets

  • Experience with Linux (shell, bash, Ubuntu 16.04+ OS)

  • Strong coding skills, and proficiency with Algorithmic theory.

  • Experience with DB administration (SQL, NoSQL, MongoDB)

  • Good knowledge of OOP concepts and the corresponding implementations in Python (GoF, GRASP)

You can apply online via staff.am or follow the below application procedure.

Professional skills

MongoDB

NoSQL databases

Python

SQL

Linux

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Contact details

Website https://www.softconstruct.com/

Phone: (010) 510051

Address: Garegin Hovsepyan 20, Yerevan