Data Scientist

3 weeks ago


Pittsburgh, Pennsylvania, United States Adrich 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, 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.

Adrich is an IOT meets AI platform that uses sensor enabled smart labels to capture consumer usage patterns and models business critical metrics such as ounces/grams per use.

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. Experience in is a must to be able deploy models to production.

Adrich focuses on Food and Beverages, Wine And Spirits, Supply Chain Management, and Consumer Packaged Goods. Their company has offices in Pittsburgh. They have a small team that's between 1-10 employees.

You can view their website at or find them on Twitter, Facebook, and LinkedIn.



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