Python

3 days ago

Andhra Pradesh, India Virtusa Full time

Python Engineer Job Description
We are looking for an expert in machine learning to help us extract value from our data using
Python. You will lead all the processes from data collection, cleaning, and preprocessing, to
training models and deploying them to production.
latest developments in the field.

**Responsibilities**:
1. Understanding business objectives and developing models that help to achieve them,
along with metrics to track their progress.
2. Managing available resources such as hardware, data, and personnel so that deadlines
are met.
3. Analyzing the ML algorithms that could be used to solve a given problem and ranking
them by their success probability.
4. 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
5. Verifying data quality, and/or ensuring it via data cleaning
6. Supervising the data acquisition process if more data is needed.
7. Finding available datasets online that could be used for training.
8. Defining validation strategies
9. Defining the preprocessing or feature engineering to be done on a given dataset
10. Defining data augmentation pipelines
11. Training models and tuning their hyperparameters
12. Analyzing the errors of the model and designing strategies to overcome them.
13. Deploying models to production
Required Skills and Experience
2. Experience with deep learning, NLP, and TensorFlow
3. Experience writing robust code in Python.
4. Experience in REST API development, NoSQL database design, and RDBMS design
and optimizations.
5. Knowledge of basic algorithms and object-oriented and functional design principles
6. Knowledge of data structures, data modeling, and software architecture
7. Knowledge of math, probability, statistics, and algorithms
8. Knowledge of machine learning frameworks such as Keras and PyTorch.
9. Knowledge of machine learning libraries such as scikit-learn.
10. Excellent communication skills
11. Strong analytical and problem-solving skills.

**About Virtusa**

Teamwork, quality of life, professional and personal development: values that Virtusa is proud to embody. When you join us, you join a team of 27,000 people globally that cares about your growth — one that seeks to provide you with exciting projects, opportunities and work with state of the art technologies throughout your career with us.

Great minds, great potential: it all comes together at Virtusa. We value collaboration and the team environment of our company, and seek to provide great minds with a dynamic place to nurture new ideas and foster excellence.

Virtusa was founded on principles of equal opportunity for all, and so does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status or any other basis covered by appropriate law. All employment is decided on the basis of qualifications, merit, and business need.

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