Location
Pune | India
Job description
Min - 8 years of IT experience required
Min - 4 years of Data Science experience required
Job Description
As a member of Automation Engineering team, you will work on producing mission-critical platforms, tools, and processes that will ensure highest levels of availability and reliability of all our applications. We need creative and innovative problem solvers who can partner with our Application development teams to make their services more useable. Our Automation Engineering team is furnished with a standout opportunity to build tools, frameworks, and cloud platforms that will support our company's growth over the next decade. If you are a self-starter and jump on new ideas to make the platform more stable, secure and feature rich, this is your new career.
Your Responsibilities
- Develop analytic systems to tackle business challenges in the infrastructure automation world.
- Identify relevant data sources and sets to mine for business needs, and collect large structured and unstructured datasets and variables.
- Devise and utilize algorithms and models to mine big-data stores; perform data and error analysis to improve models; clean and validate data for uniformity and accuracy.
- Apply machine learning and statistical modelling techniques to analyze complex data sets, extract meaningful patterns, and develop predictive models.
- Analyze data for trends and patterns and interpret data with clear objectives in mind.
- Implement analytical models in production by collaborating with software developers and machine-learning engineers.
Your Experience
- Strong understanding of machine learning techniques, including supervised, unsupervised learning, time series analysis, and natural language processing.
- Hands on experience with machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn.
- Experience in data preprocessing, feature engineering and model evaluation .
- Proficiency with data mining, mathematics, and statistical analysis
- Experience in pattern recognition and predictive modeling
- Good knowledge of Linux operating system.
- Proficiency with a programming language like Python and shell scripting to automate tasks
- BS or MS in Computer Science, related field, or equivalent professional experience
- Excellent problem solving, critical thinking, communication, and teamwork skills
- Excellent written and verbal communication, able to collaborate and rally support
- Self-disciplined, self-managed, self-motivated and strong sense of ownership, urgency, and drive
- Passion for automation and monitoring instrumentation in the code
- Excellent interpersonal skills and the ability to work well in a team
- Passionate to learn, understand, and dissect new technology stack quickly on own
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