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Senior ML Engineer

Karnataka, India (On-site)

Senior ML Engineer

1 Month ago • 5 Years + • Artificial Intelligence

About the job

12 skills required for this role

Test your skills to join the top 1% applicants for this job

neural-networks

unity

algorithms

ci-cd

looker

spark

python

sql

tableau

innovation

presentation-skills

cross-functional

Job Description

Instawork seeks a Senior Machine Learning Engineer to design, develop, and implement ML algorithms for real-time scheduling and workforce optimization. This role involves collaborating with Product to refine the roadmap, building/maintaining performance dashboards, preparing large datasets, and constructing scalable ML pipelines. Responsibilities include integrating ML solutions into production systems, monitoring model performance, and continuous improvement. The ideal candidate has 5+ years of experience building ML models for business applications, expertise in statistical techniques and ML algorithms, strong communication skills, and proficiency in Python & SQL.

Must have:

5+ years building ML models
Advanced statistical techniques
Deep understanding of ML techniques
Python & SQL proficiency
Data pipeline experience
Collaboration with product teams

Good to have:

DBT or similar data transformation experience
Experience with BI tools
Entrepreneurial mindset
Co-founder experience

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About the job

At Instawork, we’re driven by our vision to create economic opportunity for local businesses and skilled hourly professionals in communities around the world. With a growing number of hub cities across the world in the U.S., Canada, India, and beyond, we’re looking for top talent to help rapidly scale our high-tech and high-touch labor marketplace. Our accomplished and dedicated team is passionate about our mission and committed to crafting revolutionary products, all with the backing of our world-class investors, including Benchmark, Spark Capital, Craft Ventures, Greylock Capital, Y Combinator, and more!

Instawork’s mission is to create economic opportunities for businesses and local professionals worldwide. We view AI and machine learning as essential in advancing this mission across our products and organization. We are seeking an innovative Senior Machine Learning Engineer to join our growing team and lead impactful solutions

Who You Are

5+ years of experience building machine learning models for business applications

Entrepreneurial mindset with a mix of startup and large scale experience, bonus points for being a co-founder

Advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, or similar) and experience with applications

Deep understanding of machine learning techniques (clustering, decision tree learning, artificial neural networks, or similar) and their real-world advantages/drawbacks

Strong communication and presentation skills with a natural executive presence

Expert level fluency using languages like Python & SQL to manipulate data and draw insights from large data sets

Working knowledge of common web/mobile architectures, data pipelines, CI/CD processes, etc.

Strong understanding of DBT or other similar data transformation/organization methodologies

Experience with BI tools (e.g. Mode, Tableau, Looker)

B.Tech/ B.E or BS/BA in Math, Statistics, Physics, Computer Science, or other quantitative fields.

What You'll Do

Design, develop, and implement machine learning algorithms to solve complex problems in real-time scheduling and workforce optimization

Impact key company objectives by working closely with Product to refine our roadmap

Build/maintain reports, dashboards, and metrics to monitor the performance of our products

Gather, clean, and prepare large datasets for machine-learning models

Build and maintain machine learning pipelines that are robust, scalable, and efficient

Collaborate with cross-functional teams to integrate machine learning solutions into production systems

Monitor and evaluate the performance of machine learning models and make continuous improvements

About Instawork

Founded in 2016, Instawork is the leading flexible work app for local, hourly professionals. Its digital marketplace connects thousands of businesses and more than five million workers, filling a critical role in local economies. Instawork has been featured on CBS News, the Wall Street Journal, The Washington Post, Associated Press, and more. In 2022, Instawork was ranked among the country’s top 10% of fastest-growing companies by Inc. 5000 and was included in the Forbes Next Billion Dollar Startup list. Instawork was also named the 2022 ACE Award recipient for “Best Innovation” and one of the “Best Business Apps” by Business Insider. Instawork helps businesses in the food & beverage, hospitality, and warehouse/logistics industries fill temporary and permanent job opportunities in more than 25 markets across the U.S. and Canada.

For more information visit www.instawork.com

We value diversity on our team and firmly believe Instawork is stronger when we hire people who make their own unique contributions to our culture. We welcome all applicants and encourage candidates from underrepresented backgrounds to apply.

To learn more about our company values, please visit: https://info.instawork.com/about

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