MangoApps - Senior Artificial Intelligence/Machine Learning Engineer - Python/FastAPI (3-5 yrs)

About Company :

A modern work platform means a single source of truth for your desk and deskless employees alike, where everything they need is organized and easy to find.

MangoApps was designed to unify your employee experience by combining intranet, communication, collaboration, and training into one intuitive, mobile-accessible workspace.

We are looking for a highly capable machine learning engineer to optimize our machine learning systems.

You will be evaluating existing machine learning (ML) processes, performing statistical analysis to resolve data set problems, and enhancing the accuracy of our AI software's predictive automation capabilities.

To ensure success as a machine learning engineer, you should demonstrate solid data science knowledge and experience in a related ML role.

A machine learning engineer will be someone whose expertise translates into the enhanced performance of predictive automation software.

AI/ML Engineer Responsibilities :

- Designing machine learning systems and self-running artificial intelligence (AI) software to automate predictive models.

- Transforming data science prototypes and applying appropriate ML algorithms and tools.

- Ensuring that algorithms generate accurate user recommendations.

- Turning unstructured data into useful information by auto-tagging images and text-to-speech conversions.

- Solving complex problems with multi-layered data sets, as well as optimizing existing machine learning libraries and frameworks.

- Developing ML algorithms to huge volumes of historical data to make predictions.

- Running tests, performing statistical analysis, and interpreting test results.

- Documenting machine learning processes.

- Keeping abreast of developments in machine learning.

AI/ML Engineer Requirements :

- Bachelor's degree in computer science, data science, mathematics, or a related field with at least 3+yrs of experience as an AI/ML Engineer.

- Advanced proficiency with Python and FastAPI framework along with good exposure to libraries like scikit-learn, Pandas, NumPy etc.

- Experience in working on ChatGPT, LangChain (Must), Large Language Models (Good to have) & Knowledge Graphs.

- Extensive knowledge of ML frameworks, libraries, data structures, data modelling, and software architecture.

- In-depth knowledge of mathematics, statistics, and algorithms.

- Superb analytical and problem-solving abilities.

- Great communication and collaboration skills.