Free cookie consent management tool by TermsFeed Staff Machine Learning Engineer | Antal Tech Jobs
Back to Jobs
11 Weeks ago

Staff Machine Learning Engineer

decor
Bangalore, Karnataka, India
Information Technology
Full-Time
Automation Anywhere

Overview

About Us
Automation Anywhere is a leader in AI-powered process automation that puts AI to work across organizations. The company’s Automation Success Platform is powered with specialized AI, generative AI and offers process discovery, RPA, end-to-end process orchestration, document processing, and analytics, with a security and governance-first approach. Automation Anywhere empowers organizations worldwide to unleash productivity gains, drive innovation, improve customer service and accelerate business growth. The company is guided by its vision to fuel the future of work by unleashing human potential through AI-powered automation. Learn more at
www.automationanywhere.com
Key Responsibilities:
  • Develop and optimize machine learning models leveraging NLP, Computer Vision, and GenAI.
  • Architect and implement scalable ML pipelines for training, validation, deployment, and monitoring of production models.
  • Drive the development of large-scale ML infrastructure, ensuring low-latency inference and efficient resource utilization across cloud and hybrid environments.
  • Implement MLOps best practices, automating model training, validation, deployment, and performance monitoring.
  • Work closely with data engineers, software engineers, and product teams to ensure seamless integration of ML solutions into production systems.
  • Optimize ML models for performance, scalability, and efficiency, leveraging techniques like quantization, pruning, and distributed training.
  • Enhance model reliability by implementing automated monitoring, CI/CD pipelines, and versioning strategies.
  • Lead efforts in data acquisition and preprocessing, including annotation and refinement of datasets to improve model accuracy.
  • Stay updated with state-of-the-art ML research, identifying opportunities to integrate new techniques and technologies into production systems.
  • Bachelor’s or Master’s Degree in Computer Science, Data Science, or related fields. Advanced degrees are a plus.
  • 6+ years of hands-on experience in building and deploying machine learning models, with a focus on NLP, Computer Vision, or GenAI solutions.
  • Proven experience deploying machine learning models into production environments, ensuring high availability, scalability, and reliability.
  • Proficiency with modern ML frameworks (e.g., TensorFlow, PyTorch).
  • Experience in building ML pipelines and implementing MLOps for automating and scaling machine learning workflows.
  • Strong programming skills in Python, R, SQL, and experience with big data technologies (e.g., Spark, Hadoop) for data processing and analytics.
  • Basic proficiency in at least one cloud-based ML services (e.g., AWS SageMaker, Azure ML, Google AI Platform) for training, deploying, and scaling machine learning models.
  • Hands-on experience with containerization (Docker), orchestration (Kubernetes), and model serving platforms (e.g., Triton Inference Server, ONNX) for production-ready ML deployments.
  • Familiarity with end-to-end ML pipelines, including data collection, feature engineering, model training, and model evaluation.
  • Knowledge of model optimization techniques (e.g., quantization, pruning) to improve inference performance on cloud or edge devices.
  • Excellent problem-solving skills, with the ability to break down complex challenges in document extraction and transform them into scalable ML solutions.
  • Strong communication skills, with the ability to articulate ML problems clearly and work autonomously.
Nice to Have:
  • Experience in fine-tuning large language models (LLMs) and applying GenAI techniques.
  • Experience with distributed training techniques to optimize large-scale model training across multiple GPUs or cloud environments.
  • Familiarity with CI/CD pipelines for ML, automated model versioning, and monitoring tools for performance and drift in production models.
All unsolicited resumes submitted to any @automationanywhere.com email address, whether submitted by an individual or by an agency, will not be eligible for an agency fee.
Share job
Similar Jobs
View All
1 Day ago
Python Developer - Bangalore/ Pune
Space Exploration & Research, Information Technology
  • Pune, Maharashtra, India
Job Title: Python Developer with React.js - Bangalore/ Pune About Us “Capco, a Wipro company, is a global technology and management consulting firm. Awarded with Consultancy of the year in the British Bank Award and has been ranked Top 100 Best Com...
decor
1 Day ago
Azure Devops Engineer(5+ Yrs Exp)
Space Exploration & Research, Information Technology
  • Pune, Maharashtra, India
Required Qualifications & Skills: 5+ years in DevOps, SRE, or Infrastructure Engineering. Strong expertise in Cloud (AWS/GCP/Azure) & Infrastructure-as-Code (Terraform, CloudFormation). Proficient in Docker & Kubernetes. Hands-on with CI/CD tools ...
decor
1 Day ago
Practo Technologies - Lead Frontend Software Engineer - React.js/Next.js
Information Technology
Lead Software Engineer - UI Job DescriptionAbout Practo : www.practo.comPracto is the world's leading healthcare platform that connects millions of patients with hundreds of thousands of healthcare providers around the world and helps people make be...
decor
1 Day ago
Software Engineer 2
Space Exploration & Research, Information Technology
  • Pune, Maharashtra, India
As industries race to embrace AI, traditional database solutions fall short of rising demands for versatility, performance, and affordability. Couchbase is leading the way with Capella, the developer data platform for critical applications in our AI...
decor
1 Day ago
.Net Developer - Full Stack Technologies
Information Technology
Job Title : Senior .NET Full Stack DeveloperCompany : XevyteLocation : Bangalore (Hybrid)Experience Required : 6+ YearsAbout XevyteXevyte is a global technology and services company committed to driving digital transformation and sustainable growth....
decor
1 Day ago
SAP-Data Analyst
Space Exploration & Research, Information Technology
  • Pune, Maharashtra, India
Job Role:- SAP-Data Analyst  Job Location: -Noida/Gurgaon/Hyderabad/Bangalore/Pune Experience: -5 Years Job Roles & Responsibilities: - Collaborate with Finance & FBT Teams: Drive all data-related activities for the finance SAP deployment, ensur...
decor
1 Day ago
Senior Data Analyst Engineer
Space Exploration & Research, Information Technology
  • Pune, Maharashtra, India
Mirra Healthcare India Immedidate Joiners Only Job Description: We are seeking a highly skilled and experienced Senior Data Analyst/Engineer with a strong background in Python programming and Power BI development. The ideal candidate will have at ...
decor
1 Day ago
Senior Manager, Data Stewardship Engineer
Information Technology
  • Pune, Maharashtra, India
This site is for Residents of Europe, Middle East, Africa, Latin America & Asia Pacific.Residents of the United States, Canada & Puerto Rico, please click here. ...
decor

Talk to us

Feel free to call, email, or hit us up on our social media accounts.
Social media