Machine Learning Engineer
Deadline: 26 September 2019
Employment term: Permanent
Category: Software development
Job type: Full time
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.
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
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.
Share this job via your favorite social media channel.
Founded by the Badalyan brothers in 2010 SoftConstruct is an innovative technology developer for a number of IT spheres. The company managed to originate such market leading labels as BetConstruct, FeedConstruct, SpringBME, Ucraft, Fasttoken, FastShift and more. Being independent trademarks, all the brands make up a large SoftConstruct family.
Aimed to attain the technological race, SoftConstruct’s group of experts initiated new approaches towards working with consumers by offering specifically designed industry related products and solutions.
At this point, SoftConstruct has over 2,000 employees, 10+ trademarks and a number of branch offices operating worldwide. Habitually, making shattering advancements to our products and solutions, we are on the right path to deliver more elevation to us and our clients.
You still don't know what we are doing, do you? Then this video is for you. The video gives information about main activity of SoftConstruct. We do not only create products but we also offer full support to our partners.
Phone: (010) 510051
Address: Garegin Hovsepyan 20, Yerevan