Machine Learning Engineer Job in Cogneesol
Machine Learning Engineer
- Mohali, Ajitgarh, Punjab
- Not Disclosed
- Full-time
- Permanent
- Experience: 2 to 4 yrs
- Location: Mohali
Technical and Soft Skill sets required:
- Study and transform data science prototypes
- Design machine learning systems
- Research and implement appropriate ML algorithms and tools
- Select appropriate datasets and data representation methods
- Run machine learning tests and experiments
- Perform statistical analysis and fine-tuning using test results
- Train and retrain systems when necessary
- Extend existing ML libraries and frameworks
- 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 pre-processing 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
- Keep abreast of developments in the field
Qualification requirements:
Deep knowledge of math, probability, statistics and algorithms
Any Graduate/ Postgraduate
2 to 4 Years
2 - 4 Hires
