Data Scientist

1 week ago

Noida, Ghaziabad, India Comefforts Full time

Job Description :


Role and Responsibilities :


Overview :


We are seeking a highly motivated and experienced data scientist to help us in leading the team of Al/ML Engineers involved in providing Al/ML based solution to the organization need. You are required to lead & manage all the processes from data extraction, cleaning, and pre-

processing, 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.


Key Responsibilities :


- Understanding business objectives and developing models and the system 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 Deep Learning, 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.


- Demonstrable history of devising and overseeing data-centered projects.


- 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, feature engineering & data augmentation pipelines to be

done on a given dataset.


- Training models and tuning their hyperparameters.


- Analysing the errors of the model and designing strategies to overcome them.


- Deploying models to production.


- Ability to relay insights in layman's terms, such that these can be used to inform

business decisions.


- Collaborate with cross-functional teams, including SAP & Application team, customers

to define requirements and implement AI solutions.


- Establish and enforce data governance standards & implement best practices for data

privacy and protection in AI and Education Requirements :


- Bachelor's/Master's degree in computer science, data science, mathematics, or a related field.


- At least 6-8 years' experience in building Al/ML applications


Preferred Skills :


- Proficiency in statistical techniques such as hypothesis testing, regression analysis, clustering, classification, and time series analysis to extract insights and make predictions from data.


- Strong understanding of machine learning algorithms and techniques (e.g., supervised learning, unsupervised learning, deep learning) and experience in applying them to solve real-world problems.


- Proficiency with a deep learning framework such as TensorFlow, PyTorch and Keras


- Advance Proficiency with Python and basic libraries for machine learning such as scikit-leam, matplotlib, pandas, etc


- Proficiency with OpenCV, Django


- Worked on LLM models


- Proficiency in data visualization tools and techniques to create clear and insightful visualizations (e.g., matplotlib, seaborn, plotly, ggplot2, Tableau) for communicating findings and insights to stakeholders.


- Ability to engineer and select relevant features from raw data to improve model performance and accuracy, including domain-specific feature creation and dimensionality reduction techniques.


- Worked on Big data platforms and technologies such as Apache Hadoop, Spark, Kafka, or Hive for processing and analyzing large volumes of data efficiently and at scale.


- Familiarity in working and deploying applications on Ubuntu/Linux system


- Ability to select hardware to run an Al model with the required latency


- Analytical and problem-solving abilities.


- Has lead the team of Al/ML engineers

(ref:hirist.tech)

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