Associate Consultant-Technology (Python Developer / ML Engineer) Job Vacancy in Tao Automation Bengaluru, Karnataka – Updated today

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Company Name : Tao Automation
Location : Bengaluru, Karnataka
Position :

Job Description : Experience: 2-4 years
Job Requirements:
Strong Python experience especially in data engineering/ML for ML based product development
Given a dataset, you must come up with quick statistical analysis on the features of the dataset and prove if the feature will impact the model positively/negatively
If the feature is not going to impact the model positively, need to think of creative features, which mimics how a human thinks for that problem, and be able to develop code that works most of the time, which will be evaluated statistically
Knowledge on different algorithms and corresponding Python packages e.g. fuzzy match of strings, graph algorithm to create connected lists, etc.,
Strong coding skills in Pandas, Numpy. Pandas is used everywhere in the code to create complex features. Need good understanding of Pandas groupby, sort, merge, append, assignment, filters, map, apply
Strong knowledge in Python objects, tuples, list, dict, generators, lambda, etc., Need to keep in mind performance of the system and use best practices to reduce time and also memory landscape of the program during run-time
Nice to have knowledge in ML algorithms (Bagging, Boosting, Gradient Boosting, Deep Learning (Transformers, Encoder+Decoder using Teacher-Forcing, CNN, RNN, Perceptrons, etc.,) and ML practices (feature engineering, selection, dataset slicing for train/test/valid, etc.,)
Working knowledge of GNU / Linux
Happy to work on automation, DevOps, Kubernetes, Containers
Experience with high availability, compute intensive distributed applications
Good knowledge of computer science fundamentals
Degree educated in Computer Science or similar (2:1 or above)
Excellent communication skills
Desirable: Microservices, Cloud, AWS, Docker, Kubernetes, Rust
Objective: Understand data and write production-quality code with low latency and high-performance to process the data
Position Responsibilities:
Understand the data and the end objective.
Think of approaches to solve the problem that can be applied every time for the similar type of data.
Write efficient code that is performance efficient, testable, and reusable.
Attributes:
Passionate about learning and application of latest software engineering practices. Constantly updating his/her knowledge on the technology.
Flare to solve complex business problems using creative and out of the box thinking.
Qualifications: B.E./B.Tech from a reputed college

Job Type: Full Time
Job Location: Bengaluru. Karnataka

This post is listed Under  Technology
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