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.
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 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
R, Python, Java
Must be able to see the “big picture” and drive towards business results
Strong sense of curiosity.
Strong attention to detail.
pSoftwareOne provides the highest level of quality software products and services globally that meet the needs the customers by maintaining our staff as our principal asset and being responsive to market expectations. Any progressive business demands the right tools to guide innovation and achieve strategy superiority. We are a team of die-hard technology enthusiasts who endeavor to achieve the full potential of technology to bring about social change in the world. With our technology solutions, we aspire to drive a new era of development, growth and productivity for people and organizations, so that they continue to make a powerful and positive impact on people’s lives. We develop realistic deployment plans that ensure project success. Understand unique constraints and deriving alternatives. Evaluate the infrastructure and integration needs. Implement world-class products and solutions. Train end-users and technical personnel. Generate awareness of our solution. We offer a diverse set of support options that can be customized to suite client needs./p