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Machine Learning Engineer (I3)
Avalara Technologies
posted 2mon ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
This role is crucial for automating workflows and enhancing the efficiency of partner teams at Avalara. you'll be instrumental in building, deploying, and maintaining ML models that drive our automated solutions forward, ensuring they operate at peak performance.
Job Duties
We are looking for engineers who can think quick and have a background in implementation.
Experience with one or more of these will be a bonus, Classification systems, Sentiment analysis, NLP and Entity extraction. Computer Vision, OCR, content extraction from images, PDF, HTML
Experience with pytorch or TensorFlow
Experience with LLMs - like Claude, GPT, BARD
1.Develop and program integrated software algorithms to structure, analyze, and leverage data in product and systems applications in both structured and unstructured environments.
2.Apply knowledge of experimental methodologies, statistics, optimization, probability theory, and machine learning using code for tool building, statistical analysis, and modelling, using both general purpose software and statistical languages.
3.Develop and communicate descriptive, diagnostic, predictive, and prescriptive insights/algorithms.
4.Use machine learning and statistical modelling techniques such as decision trees, logistic regression, Bayesian analysis, Natural Language Processing, and others to develop and evaluate algorithms that improve product/system performance, quality, data management, and accuracy.
5.Use current programming languages (eg, Python)) and technologies to translate algorithms and technical specifications into code.
6.Complete programming, implement efficiencies, perform testing, and debugging.
7.Complete documentation and procedures for installation and maintenance.
8.Apply deep learning technologies to enable computers to visualize, learn, and respond to complex situations.
9.Adapt machine learning to areas such artificial intelligence, Generative AI, Image Processing, and other technologies that allow users to have an interactive experience.
10. Work with large scale computing frameworks, data analysis systems, and cloud-based modelling environments.
What you'll Need to be Successful
Bachelors or Masters degree with computer science exposure
Savvy with machine learning and natural language processing
Strong knowledge of software fundamentals, data structures and algorithms
CI/CD skills Optimizing and scaling products
Distributed systems Cloud-based software
Outstanding problem solving and debugging skills
Strong understanding of object-oriented design & development and common design patterns
Employment Type: Full Time, Permanent
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33%
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8%
8%
8%
33% candidates got the interview through other sources.
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What people at Avalara Technologies are saying
Rating based on 1 Machine Learning Engineer
review
Anonymous · Indix
in Chennai
Likes
Management is good
Read 1 reviewMachine Learning Engineer salary at Avalara Technologies
reported by
4
employees
with 2-6
years exp.
₹12
L/yr - ₹36.2
L/yr
100%
more
than the average Machine Learning Engineer Salary in India
View more details
What Avalara Technologies employees are saying about work life
based on 254 employees
Flexible timing
Monday to Friday
No travel
Day Shift
Avalara Technologies Benefits
Submitted by Company
Employee Assistance Program Childcare Reimbursement Program Flex-Wallet Healthcare Benefits Wellbeing Benefits
Submitted by Employees
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Avalara Technologies Pune Office Location
Pune, Maharashtra Office
Headquarter
7th floor, Amar Sadanand Tech Park (ASTP, Sadanand Estates, Baner Rd, opposite AMAR BUSINESS PARK, Veerbhadra Nagar, Baner
Pune, Maharashtra
411045
411045
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