Full-Time

Senior ML Engineer

Posted on 6/13/2025

Instawork

Instawork

1,001-5,000 employees

Online platform for hourly staffing

No salary listed

Bengaluru, Karnataka, India

Hybrid

Category
AI & Machine Learning (3)
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Required Skills
Scikit-learn
Python
Tensorflow
Keras
Pytorch
SQL
Machine Learning
Tableau
Pandas
Looker
Requirements
  • 6-10 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/B.Sc in Math, Statistics, Physics, Computer Science, or other quantitative fields.
Responsibilities
  • Design, develop, and implement machine learning algorithms to solve complex problems in real-time scheduling and workforce optimization
  • Initially, you’ll work closely with a US-based team for 1-2 quarters to build knowledge before immersing more in APAC-focused projects. Flexibility to work some mornings or evenings will be necessary during this period.
  • 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
Desired Qualifications
  • Entrepreneurial mindset with startup/scale-up experience
  • Experience leading ML teams
  • Experience shipping ML models to production
  • Experience with ML model monitoring and automation
  • Experience with large language models or generative AI applications in business domains

Instawork is an online staffing platform that connects businesses with a large pool of vetted hourly workers for short-term, seasonal, and temp-to-hire roles. It uses an intelligent matching system to pair businesses with suitable workers from its database, supported by a thorough vetting process, and lets businesses view worker profiles and experience as shifts are picked. The service also allows hiring for full-time roles from the same pool, providing a single source for both temporary and permanent staffing. The goal is to make it easier for businesses to fill shifts with reliable workers and to scale the process of hourly staffing.

Company Size

1,001-5,000

Company Stage

Series D

Total Funding

$148.1M

Headquarters

San Francisco, California

Founded

2015

Simplify Jobs

Simplify's Take

What believers are saying

  • IRL certified 20,000 Pros in weeks, collecting thousands of task data hours monthly.
  • $18M funding from Spark Capital expands to Phoenix with new Scottsdale office.
  • Strong leadership: Cathy Hardin as CRO, Shamit Patel as VP Product.

What critics are saying

  • Wonolo erodes light industrial share with faster matching and lower fees.
  • Qwick's zero-commission pricing drives 15-20% hospitality churn.
  • AB5 misclassification lawsuits impose $50M back wages within 12-18 months.

What makes Instawork unique

  • Instawork's Robotics Lab certifies workers for AI data collection and robot technicians.
  • AI-powered matching uses billions of data signals for precise hospitality staffing.
  • Vetting yields 93% business return rate and 2% no-show among 10M workers.

Help us improve and share your feedback! Did you find this helpful?

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Paid Holidays

Home Office Stipend

Phone/Internet Stipend

Commuter Benefits

Paid Sick Leave

Health Savings Account/Flexible Spending Account

401(k) Retirement Plan

Stock Options

Growth & Insights and Company News

Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Miami Herald
Sep 16th, 2025
Instawork Announces 2025 Best Places for Flexible Work Awards, Recognizing Businesses Powering a More Flexible Future for Hourly Professionals

Instawork announces 2025 Best Places for Flexible Work Awards, recognizing businesses powering a more flexible future for Hourly professionals.

Kansas College of Osteopathic Medicine
Jun 2nd, 2025
Instawork Announces Appointment of Katherine August-deWilde as Independent Board Member

SAN FRANCISCO, CA / ACCESS Newswire / June 2, 2025 / Instawork, the leading AI-driven work platform for local, hourly professionals, today announced the appointment of Katherine August-deWilde as an independent member of its Board of Directors.

Instawork
Apr 24th, 2025
Instawork Named "Workforce Hiring Solution of the Year" by RetailTech Breakthrough

At Instawork, Instawork + Compass Group is proud to share that Instawork + Compass Group has been named the 2025 Workforce Hiring Solution of the Year by the RetailTech Breakthrough Awards, a prestigious recognition of the innovative technology reshaping how retail businesses connect with the skilled labor they need for operational success.

Instawork
Mar 24th, 2025
Cathy Hardin joins Instawork as Chief Revenue Officer

Cathy Hardin joins Instawork as Chief Revenue Officer.

Instawork
Mar 24th, 2025
Welcoming Geoff Donaker to our board

InstaWork is delighted to share that Geoff Donaker has joined Instawork's board of directors.

INACTIVE