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154 Avalara Technologies Jobs

Machine Learning Technical Lead - AI

7-11 years

Pune

1 vacancy

Machine Learning Technical Lead - AI

Avalara Technologies

posted 26d ago

Job Role Insights

Flexible timing

Job Description

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, GCP).

What You'll Need to be Successful

Education: Bachelors or masters 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, GCP)
  • Expertise in generative AI and building conversational systems

Software Development:

Experience with object-oriented design principles, common design patterns, and best practices.


Employment Type: Full Time, Permanent

Read full job description

Avalara Technologies Interview Questions & Tips

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What people at Avalara Technologies are saying

3.5
 Rating based on 10 Technical Lead reviews

Likes

Good company, works in niche technologies, focus on growth and provide work life balance by providing remote work.

  • Salary - Good
  • +6 more
Dislikes

Promotions take time, lots of process.

Read 10 Technical Lead reviews

Technical Lead salary at Avalara Technologies

reported by 100 employees with 9-14 years exp.
₹16.9 L/yr - ₹53.8 L/yr
111% more than the average Technical Lead Salary in India
View more details

What Avalara Technologies employees are saying about work life

based on 276 employees
73%
80%
80%
72%
Flexible timing
Monday to Friday
No travel
Day Shift
View more insights

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
View more benefits

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Avalara Technologies Pune Office Location

View all
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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