Machine Learning Engineer

3 weeks ago

Alappuzha, India Programmers.io Full time

Hello,


We are looking for a Seasoned Machine Learning Engineer with over 5+ years of experience, specializing in Computer Vision, Graph Search, and Natural Language Processing (NLP). The ideal candidate will be responsible for developing and deploying cutting-edge machine learning models, with a focus on P&ID diagram processing, object detection, and OCR. Additionally, you will work on innovative technologies such as Generative AI, leveraging Azure OpenAI services, and developing prompt engineering and Retrieval-Augmented Generation (RAG) techniques.


Key Responsibilities:

  • Computer Vision & P&ID Diagram Processing:
  • Develop and implement machine learning models for processing and analyzing Piping and Instrumentation Diagrams (P&ID).
  • Extract and analyze relationships between symbols and tags within P&ID diagrams.
  • Design and optimize algorithms for object and line detection in engineering diagrams.
  • Implement solutions to identify flow directions within P&ID diagrams.
  • Graph Search & Relationships Extraction:
  • Develop graph-based search algorithms to efficiently extract and analyze relationships between components in complex diagrams.
  • Collaborate with engineering teams to improve the accuracy and performance of relationship extraction between symbols and tags.
  • OCR & Text Processing:
  • Implement Optical Character Recognition (OCR) solutions to extract textual data from engineering diagrams and documents.
  • Enhance the accuracy of OCR systems for specialized use cases in engineering contexts.
  • Generative AI & Azure OpenAI:
  • Design and implement Generative AI models using Azure OpenAI to solve domain-specific problems.
  • Develop and refine prompt engineering techniques for various AI-driven applications.
  • Apply RAG techniques to improve the performance and relevance of AI models in real-world scenarios.
  • NLP & Recommendation Systems:
  • Design and develop Natural Language Processing (NLP) models to extract and process information from unstructured data sources.
  • Build and optimize recommendation systems tailored to specific use cases within engineering and industrial domains.


Required Skills:

  • Machine Learning Specialization: Computer Vision, NLP.
  • Frameworks & Libraries: TensorFlow, PyTorch, YOLO.
  • Diagram Processing: P&ID diagram processing, object detection, line detection, flow direction identification.
  • Graph Search: Graph-based search algorithms, relationship extraction.
  • OCR Technologies: Optical Character Recognition
  • Generative AI & Azure OpenAI: Model design, prompt engineering, Retrieval-Augmented Generation (RAG)
  • Recommendation Systems: Development and optimization for engineering contexts
  • Programming Languages: Python


Qualifications:

  • Bachelor’s or master’s degree in computer science, Engineering, or a related field.
  • 5+ years of hands-on experience in machine learning, with a focus on Computer Vision and NLP.
  • Proven experience with P&ID diagram processing, including object detection, line detection, and flow direction identification.
  • Strong expertise in graph search algorithms and relationship extraction from complex diagrams.
  • Proficient in OCR technologies and their application in document processing.
  • Experience with Generative AI models and familiarity with Azure OpenAI services.
  • Demonstrated experience in prompt engineering and Retrieval-Augmented Generation (RAG) techniques.
  • Knowledge of recommendation systems and their applications in various domains.
  • Excellent problem-solving skills and ability to work on complex, multidisciplinary projects.

Preferred Qualifications:

  • Experience in industrial or engineering environments, particularly in processing engineering diagrams.
  • Familiarity with cloud platforms, particularly Azure, and their AI/ML services.
  • Strong communication skills and ability to work in a collaborative, fast-paced environment.


Skills

  • Exp in Computer Vision, Exp in Graph Search, Exp in Natural Language Processing (NLP). Exp in P&ID diagram processing, Exp in Python,

  • Lead AI ML Engineer

    1 week ago

    Alappuzha, India Programmers.io Full time

    Job Description: Job Title: Senior .Machine Learning Engineer/ Lead Shift Timings: should be available to work till 9:00-9:30 PM IST Location: Remote Experience required: 7 to 10 years We are seeking a talented and experienced Machine Learning Engineer , specializing in developing and deploying machine learning models for Natural Language Processing...

  • Data Engineer AI/ML/LLM

    2 weeks ago

    Alappuzha, India Hanuma InfoTech Full time

    Seeking an experienced AI/ML/LLM Data Engineer to collaborate with cross-functional teams in building ML infrastructure to train models. You will optimize employee experiences and drive business outcomes using cutting-edge AI/ML/LLM  technologies. Join us at the forefront of the latest advancements in the field.Responsibilities:6+ years programming...

  • Data Scientist

    3 weeks ago

    alappuzha, India InCommon Full time

    Job Type: Contract Location: India (Remote) ⏱️ Work Timings: US Timings - 4 PM to 1 AM IST ️ Experience Required: 4+ Years of relevant experience ⌛ Hiring Timeline: Immediate - 30 Days Hiring Process: Resume review - Initial screen - Technical Interviews (2) - Leadership & Behavior Interviews About the company Incommon is hiring on...

  • Contextualization Data Scientist

    2 weeks ago

    Alappuzha, India Insight Global Full time

    Insight Global is looking for a talented and experienced OCR Contextualization Engineer to join a Fortune 500 Chemical Manufacturing client in their Hyderabad, India office. As a Contextualization Engineer, you will be responsible for developing, maintaining and implementing cutting-edge OCR based AI models to contextualize data from complex enterprise...

  • Director Of Engineering

    5 days ago

    alappuzha, India Swym Full time

    Company DescriptionAt Swym, we are on a mission to help retail brands craft a truly seamless omni-channel experience for their customers. Fueled by an accelerating shift to online retail, we are on an exciting growth path with over 40,000 merchants across 100+ countries using our products. Our fully remote team works hard, we work autonomously, collaborate...

  • MLOps Engineer

    3 weeks ago

    Alappuzha, India LION AND ELEPHANTS Full time

     Location: Coimbatore/Remote Notice Period : Immediate Joiners are Preferred Experience: 8+ years Position : MLOps EngineerKey Responsibilities:● Take ownership of the ML deployment pipeline. An ideal candidate would be thepoint person for anything related to ML Deployment. The MLOps Engineer would leadthe design, development, and execution of our...

  • Data Science and ML Intern

    3 weeks ago

    Alappuzha, India HyperWorks Imaging Full time

    Data Science and ML InternHyperworks Imaging is a cutting-edge technology company based out of Bengaluru, India since 2016. Our team uses the latest advances in deep learning and multi-modal machine learning techniques to solve diverse real world problems. We are rapidly growing, working with multiple companies around the world. JOB OVERVIEWWe are seeking a...

  • Senior Data Engineer

    5 days ago

    Alappuzha, India NeST Digital Full time

    Design, develop, and maintain scalable and efficient data pipelines to extract, transform, and load (ETL) data from various sources into data lakes and data warehouses.Design and develop microservices toCollaborate with data scientists, analysts, and cross functional teams to design data models, database schemas and data storage solutions.Implement data...

  • Technical Content Writer

    4 weeks ago

    Alappuzha, India Hypermode Full time

    About Us: Hypermode is an open-source application platform for developers to build and deploy intelligent APIs. We are looking for an enthusiastic software engineer who loves teaching and writing to join our team and help us create engaging, high-quality technical content for our growing community.Responsibilities:Content Creation: Write in-depth technical...

  • Quantitative Researcher

    5 days ago

    Alappuzha, India Amethyst Partners Full time

    Role: Quantitative ResearcherLocation: Gurugram, HR, IndiaKey ResponsibilitiesModel Development: Design, implement, and optimize machine learning models to forecast movements of liquid assets, utilizing comprehensive financial data and a wide variety of trading signalsData Processing: Parse and prepare datasets for future alpha (strategy) development,...

  • Data Scientist

    2 weeks ago

    alappuzha, India Recro Full time

    Note : this role requires a Phd or Master degree. Requirements: 1 to 4 years of hands-on experience in research including designing, developing, and deploying machine learning models and AI/ML solutions in a production environment. Strong mathematical understanding of machine learning , deep learning, natural language processing, LLMs and computer vision...

  • Electrical Engineer

    2 weeks ago

    Alappuzha, India Tigris Mobility Pvt Ltd Full time

    Job Title: Electrical Engineer.Location: Sonipat, Haryana.Position Type: Full-Time.Company Overview: Tigris Mobility Pvt Ltd is a pioneering e-mobility startup led by industry experts with a vision to revolutionize vehicle categories on a global scale. As we work behind the scenes to develop cutting-edge mobility solutions, we offer a unique opportunity to...

  • Assistant Professor

    3 weeks ago

    Alappuzha, India GL Bajaj Institute of Technology and Management Full time

    GL Bajaj (Institute of Technology & Mgmt.) – A Glimpse!Passionate education provider in multi disciplines at undergraduate and postgraduate level (B.Tech, MBA, MCA)Vibrant Learning Ecosystem on the campus, has inspired and brilliant students.GL Bajaj Group was incepted in year 1997, carrying a winning legacy of 12 institutions running diverse higher...

  • Maintenance Manager

    4 days ago

    alappuzha, India Parksons Packaging Ltd. Full time

    KEY PERFORMANCE AREAS Adherence to maintenance schedule and maintenance budget Improvement in overall efficiency Reduction in cost of maintenance (Spares and repair maintenance cost) Reduction in energy cost (Power ratio) PM Effectiveness Improvement initiatives GMP KEY ACTIVITIES & RESPONSIBILITIES Operational Ensure adherence to mechanical schedule...

  • Data Engineer

    4 weeks ago

    Alappuzha, India Giant Eagle GCC Full time

    Data Engineer -Data AnalyticsGrow. Learn. Thrive. Giant Eagle is where your career can soar high. At Giant Eagle, you are so much more than an employee. You are part of the Family.About the CompanySince our founding in 1931, Giant Eagle, Inc. has evolved into one of the top 40 largest private corporations in the U.S. and one of the country’s largest food...

  • Field Engineer

    1 month ago

    Alappuzha, India JEF GROUP Full time

    Graduate Engineering Trainee/ Field EngineerAbout JEF:JEF is an innovative company with Indian roots and an extensive international presence across 23 countriesin the ASEAN, Middle Eastern, African and European regions. We have been the preferred vendor forprestigious projects in many countries with 3000+ global customers and an astounding 90%...

  • Senior Embedded Automation QA Engineer

    1 month ago

    Alappuzha, India Alp Consulting Ltd. Full time

    Hello Everyone,Greetings from ALP!!!We have an opportunity for Embedded Automation QA EngineerTitle: Senior Embedded Automation QA Engineer Location : Hyderabad Exp : 5-10 Yrs5-10 years of experience in testing, test automation development, and working with test frameworks Experienced (2+ years) and proficient in Python scripting and Python packages...

  • Senior Software Engineer

    2 months ago

    Alappuzha, India Razorpay Full time

    Title: Senior Software Development Engineer The Role:A Senior Software Development Engineer at Razorpay is well-grounded - smart, quality focussed, product thinker, business conscious - not mere coders, of course, with very good technical context and experience to write and build quality software. Engineering creates a significant impact across different...

  • System Engineer

    2 weeks ago

    alappuzha, India The MISSION Group Full time

    SYSTEMS ENGINEER JOB DESCRIPTION Maintain, troubleshoot & support client cloud infrastructure AWS Maintain, troubleshoot & support CI/CD infrastructure Execute deployment of websites with various CMS such as Drupal, Kentico, Sitefinity, Sitecore On-call support for 24x7 coverage as rostered SKILLS & EXPERIENCE Must have: Professional business English...

  • Senior Engineering Manager

    3 weeks ago

    Alappuzha, India Walmart Global Tech Full time

    About TeamThe Import Synchronization Tool (IST) provides real-time visibility of Direct Import flows from the Suppliers to Consolidation Centers. It is a planning and visibility product that provides granular, daily, real-time visibility of Direct Import flows from the Supplier, Foreign Port, US Port until ​the In-land FSCs and helps synchronize the demand...