Senior Machine Learning Engineer

2 Months ago • 3 Years + • Research Development

Job Summary

Job Description

As a Senior ML Engineer, you will lead and contribute to the design, analysis, and delivery of data-driven solutions for RAG programs. You will utilize your expertise in Information Retrieval and OpenSearch/ElasticSearch to drive projects from planning and POC building to online and offline evaluation, ultimately delivering features to users. The role involves hands-on technical problem-solving with the latest NLP and ML technologies, and you will also provide technical guidance and mentorship within the team. The team culture emphasizes collaboration, mutual support, and continuous learning with a focus on improving ML practices.
Must have:
  • MS/M.Tech/M.Math/ or PhD in related field.
  • 3+ years of applicable work experience in ML.
  • Experience with OpenSearch/ElasticSearch/Lucene/Solr.
  • Experience of NLU and integrating search techniques.
  • Proficiency with the Python Machine Learning stack.
  • Knowledge of experimental design and analysis of results.
  • Expertise with applying Machine Learning, including Deep Learning.
  • Experience with leading Machine Learning teams.

Job Details

Job Requisition ID #

25WD89404

Position overview

As a Senior ML Engineer on the team, you will be responsible for leading/contributing to the design, analysis, and delivery of data-driven solutions to significant business challenges across dedicated RAG programs of work. Your expertise in Information Retrieval as a theoretical discipline and in OpenSearch/ElasticSearch as the enabling tool will drive end-to-end planning, POC-building, offline and online evaluation and features into the hands of users.

The Senior MLE will work to deliver ML-driven technical solutions to customer needs in our platform. Sr MLEs help in coordinating delivery as part of multi-disciplinary stakeholder teams. This role is hands-on, focusing on technical problem solving with the latest in NLP and ML technology.Our team culture is built on collaboration, mutual support, and continuous learning.


As a Senior MLE, you will provide technical guidance and expertise for the team, and with other stakeholders. We emphasize an agile, hands-on, and technical approach at all levels of the team. As a group, we want to continuously improve our Machine Learning as well as our knowledge of trends and techniques relevant to our areas. Our team strives for excellence in the theory and practice of Machine Learning. We encourage personal development and knowledge sharing.


Responsibilities
 

  • Design and implement Machine Learning capabilities that improve Autodesk’s RAG platforms

  • Perform statistical and data analysis and exploration to generate datasets for model training and development

  • Collaborate with other members of the team to reach better solutions, and to position our team at the cutting edge of technology and ML practice

  • Provide technical leadership and mentorship for less-experienced members of the team to deliver key ML-powered features for our Digital Customer Platform.

  • Partner with stakeholders, to solve important business objectives across a range of problems

  • Translate business requirements and objectives into problems that can be solved with a combination of Data, Statistics, and Machine Learning
     

Minimum Qualifications
 

  • MS/M.Tech/M.Math/ or PhD in Computer Science, Statistics, Mathematics, Physics, Engineering, Economics, Computational Linguistics or related field.

  • 3+ years of applicable work experience in ML

  • Hands-on experience working with OpenSearch/ElasticSearch/Lucene/Solr on large text data

  • Hands-on experience of NLU and integrating traditional search techniques into RAG

  • Proficiency with the Python Machine Learning stack, e.g. Pandas, etc

  • Knowledge of experimental design and analysis of results

  • Demonstrate expertise with applying Machine Learning, including both Deep

  • Learning (PyTorch) and Classical ML (Scikit-Learn)

  • Demonstrate experience with leading Machine Learning teams in

  • deploying and improving ML features in production

  • Demonstrate experience working in cross-functional teams to deliver ML solutions in production

#LI-RV1

Learn More

About Autodesk
Welcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.

We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.

When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!

Salary transparency

Salary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.

Diversity & Belonging
We take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging

Are you an existing contractor or consultant with Autodesk?

Please search for open jobs and apply internally (not on this external site).

Similar Jobs

codeninja  - Software Project Manager

codeninja

Lahore, Punjab, Pakistan (On-Site)
1 Month ago
Calix - Transformation Program Manager

Calix

United States (Remote)
2 Weeks ago
GoTo Group - Senior Reporting & Portfolio Analytics

GoTo Group

Jakarta, Indonesia (On-Site)
10 Months ago
Banyan Software - Senior Full Stack Developer

Banyan Software

Chennai, Tamil Nadu, India (On-Site)
3 Weeks ago
Interface AI - Software Development Engineer IV - Backend + AI

Interface AI

India (Remote)
3 Weeks ago
Ambient.ai - Senior Applied Research Scientist - Foundation Model

Ambient.ai

Redwood City, California, United States (Hybrid)
5 Months ago
Open Systems Technologies - Machine Learning Tech Lead

Open Systems Technologies

Madrid, Community Of Madrid, Spain (Hybrid)
2 Weeks ago
Lorikeet - AI Implementation Strategist

Lorikeet

Sydney, New South Wales, Australia (On-Site)
1 Month ago
Riot Games - Researcher III - Player Platform

Riot Games

United States (On-Site)
3 Months ago
Ubisoft - Gen AI Programmer

Ubisoft

Pune, Maharashtra, India (On-Site)
3 Months ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

Apple - Health Sensing - Sensing Hardware Prototyping Engineer

Apple

Cupertino, California, United States (On-Site)
2 Months ago
Accenture - Software Development Engineer

Accenture

Navi Mumbai, Maharashtra, India (On-Site)
3 Months ago
Nice - Customer Success Manager

Nice

Atlanta, Georgia, United States (Hybrid)
1 Month ago
playrix  - Senior QA Engineer (VSO Engine)

playrix

Ireland (Remote)
4 Months ago
Apple - Senior Financial Analyst

Apple

Sunnyvale, California, United States (On-Site)
2 Months ago
DMG - Software Development Engineer 2

DMG

Seattle, Washington, United States (On-Site)
3 Weeks ago
Lilt - Enterprise Account Executive

Lilt

United States (Remote)
7 Months ago
Intel  - Global Planning Analyst

Intel

Penang, Malaysia (On-Site)
2 Years ago
Axon - Principal Product Designer, AI Features

Axon

Seattle, Washington, United States (Remote)
1 Month ago
Open Systems Technologies - Project Delivery Manager – Operational Excellence

Open Systems Technologies

Toronto, Ontario, Canada (On-Site)
2 Weeks ago

Get notifed when new similar jobs are uploaded

Jobs in Bengaluru, Karnataka, India

Qualcomm - CPU Power Management Controller Firmware Developer - Technical Lead

Qualcomm

Bengaluru, Karnataka, India (On-Site)
2 Weeks ago
Capgemini - C++ QT Developer

Capgemini

Bengaluru, Karnataka, India (On-Site)
2 Months ago
Zenoti - Senior Motion Graphics Designer

Zenoti

Hyderabad, Telangana, India (On-Site)
3 Months ago
Nice - Senior DevOps Engineer

Nice

Pune, Maharashtra, India (Hybrid)
1 Month ago
Wolters Kluwer - Sr. Telephony Engineer (Genesys Cloud, MS Teams, Audiocodes, SIP Trunk Routing, Scripting)

Wolters Kluwer

Pune, Maharashtra, India (Hybrid)
1 Month ago
Vigaet - Production coordinator

Vigaet

Bengaluru, Karnataka, India (On-Site)
1 Year ago
A5 Labs - Senior Game Developer

A5 Labs

New Delhi, Delhi, India (On-Site)
11 Months ago
beghou consulting - Associate Developer

beghou consulting

Hyderabad, Telangana, India (Hybrid)
2 Months ago
Aristocrat - Senior Tech Lead - Manual Game Testing

Aristocrat

Noida, Uttar Pradesh, India (On-Site)
3 Weeks ago
Qualcomm - Sr Engineer- Test

Qualcomm

Hyderabad, Telangana, India (On-Site)
2 Months ago

Get notifed when new similar jobs are uploaded

Research Development Jobs

DevRev - Applied AI Engineer - Internship

DevRev

Buenos Aires, Buenos Aires, Argentina (On-Site)
3 Weeks ago
Numrah - Machine Learning Engineer

Numrah

Tunisia (On-Site)
2 Months ago
Ansys - Senior R&D Engineer (C++, Qt)

Ansys

Athens, Greece (Hybrid)
2 Months ago
eBay - ML Engineering TL/Architect

eBay

Bengaluru, Karnataka, India (Hybrid)
2 Months ago
CyberArk - Principal Program Manager - AI Excellence

CyberArk

Israel (Hybrid)
2 Months ago
Passive Logic - Digital Twin AI Framework Engineer

Passive Logic

Salt Lake City, Utah, United States (On-Site)
7 Months ago
FICO - Senior/Lead Research Engineer - AI/ML- Applied AI

FICO

United States (Remote)
1 Month ago
FlockSafety - Senior Embedded Machine Learning Engineer

FlockSafety

United States (Remote)
2 Weeks ago
EMA - AI Application Engineer

EMA

California, United States (On-Site)
4 Months ago
Accurate - Calling Researcher

Accurate

Thane, Maharashtra, India (On-Site)
6 Months ago

Get notifed when new similar jobs are uploaded

About The Company

Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D. We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife. We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.

Singapore (Hybrid)

Toronto, Ontario, Canada (On-Site)

Toronto, Ontario, Canada (On-Site)

San Francisco, California, United States (On-Site)

Montreal, Quebec, Canada (On-Site)

Vancouver, British Columbia, Canada (Hybrid)

Ontario, Canada (Remote)

San Francisco, California, United States (Remote)

View All Jobs

Get notified when new jobs are added by Autodesk

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug