Ml & Ai Software Developer Job in Amenity Technologies - An Ai Company

Description

• Advanced degree in computer science, math, statistics, or a related discipline is preferable but knowledge of the domain is more important than a piece of paper.
• Should have good knowledge of math and statistics.
• Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress.
• 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 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 or PyTorch.
• Proficiency with Python and basic libraries for machine learning such as sci-kit-learn, pandas, and NumPy.
• 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.

Benefits

• Competitive Salary
• Start-up environment which allows for creativity and fun
• A pleasant working environment with enthusiastic and friendly teams
• Possibility of personal growth and to take over responsibilities
• Flexible work hours
• Employee referral bonus program