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167 Avalara Technologies Jobs

Machine Learning Lead - Natural Language Processing

7-11 years

Pune

1 vacancy

Machine Learning Lead - Natural Language Processing

Avalara Technologies

posted 2d ago

Job Description

What You'll Do

At Avalara, we are building the next generation of automated tax compliance products by using modern machine learning techniques.

As part of the AI/ML team, you'll work on real-world, large-scale applications that push the boundaries of machine learning and AI. If the prospect of building impactful systems excites you, we'd love to connect! You will be reporting to Senior Manager AI/ML

What Your Responsibilities Will Be
  • Algorithm Development: Design and program integrated software algorithms to structure, analyze, and use data in both structured and unstructured environments.
  • Statistical Modelling: Apply experimental methodologies, statistics, optimization, probability theory, and machine learning to create tools, statistical models, and algorithms using general-purpose software and statistical languages.
  • Insights and Optimization: Develop descriptive, diagnostic, predictive, and prescriptive insights and algorithms to improve product and system performance.
  • ML and Statistical Techniques: Use techniques such as decision trees, logistic regression, Bayesian analysis, NLP, and other methods to design algorithms that enhance product quality, data accuracy, and system performance.
  • Code Implementation: Translate algorithms and technical specifications into efficient, production-ready code using modern programming languages like Python
  • Debugging: Implement programming practices, perform testing and debugging, and increase system efficiency.
  • Documentation: Create comprehensive documentation and maintenance procedures for implemented systems and algorithms.
  • Generative AI Applications: Develop and implement generative AI technologies for applications such as content generation, conversational systems, and interactive user experiences.
  • Emerge Technologies: Adapt machine learning methodologies to areas like artificial intelligence, image processing, and other modern technologies to promote solutions.
  • Cloud-Based Solutions: Deploy scalable solutions in cloud-based environments (e.g., AWS, Azure, and GCP).
What You'll Need To Be Successful

Education: Bachelor's degree in computer science or a related field.

Technical Skills:

  • Proficiency in machine learning and natural language processing (NLP).
  • Experience with software fundamentals, data structures, and algorithms.
  • Hands-on experience with CI/CD pipelines, distributed systems, and cloud-based software.
  • Expertise in generative AI and building conversational systems.
  • Classification systems, sentiment analysis, NLP, and entity extraction
  • Computer vision, OCR, and content extraction from images, PDFs, and HTML
  • 7+ years of experience with custom models and ensembles
  • Experience in cloud-based environments (e.g., AWS, Azure, and GCP)
  • Expertise in generative AI and building conversational systems.

Employment Type: Full Time, Permanent

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Avalara Technologies Interview Questions & Tips

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Top Avalara Technologies Learning Lead Interview Questions

Q1. Merge K Sorted Arrays Problem Statement Given 'K' different arrays that are individually sorted in ascending order, merge all these arrays ... read more
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Q3. Minimum Number of Taps to Water the Garden Given a garden that extends along a one-dimensional x-axis from point 0 to point N, your task is ... read more
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What people at Avalara Technologies are saying

What Avalara Technologies employees are saying about work life

based on 277 employees
73%
80%
80%
72%
Flexible timing
Monday to Friday
No travel
Day Shift
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Avalara Technologies Benefits

Submitted by Company
Employee Assistance Program
Childcare Reimbursement Program
Flex-Wallet
Healthcare Benefits
Wellbeing Benefits
Diversity, Equity and Inclusion +4 more
Submitted by Employees
Work From Home
Health Insurance
Cafeteria
Free Food
Gymnasium
Team Outings +6 more
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Avalara Technologies Pune Office Location

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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

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