Machine Learning Engineer

2 months ago

Bengaluru, India Pyxidia Techlab LLP Full time

Job Description :


What will you do?

- Implement technology solutions using Large Language Models (LLMs) like GPT

- Fine tune LLMs with proprietary data

- Use LLMs in conjunction with other domain specific models like Vision, NLP, Speech recognition, Image generation

- Setup integrations with hosted LLMs using various cloud providers (AWS+HuggingFace, Azure+OpenAI, Google+Bard)

- Setup and integrate hosted LLM models.

- Enhance the hosted LLM models with proprietary data.

- Write APIs using Python/Go to enhance and Integrate with existing API infrastructure.

- Design Prompts that provide appropriate responses.

- Use various prompt engineering methods (introspection, chain-of-thought, instruction prompting).

- Work with data teams to collect and organize the data needed for the task at hand.

- Ensure that best practices are followed in solving AI problems including thorough problem analysis, prior research understanding, persistent experimentation and documentation, rapid prototyping and extensive testing.

- Help in filing for patents and publishing research papers at AI conferences.

- Extensively document learnings from experiments and share with ML engineering team

- Use Copilot/CodeWhisperer in developing code and create "cookbook" for good code generation.

What you need to have?

- Hands-on industry experience of 1 to 2 years working on machine learning and deep learning or related fields.

- Sound understanding of Deep Learning in at least two AI problem domains, preferably, Computer Vision, NLP/NLG using LLM, Time Series Forecasting.

- Having a strong mathematical background in linear algebra, probability, and calculus.

- Familiar with machine learning frameworks such as PyTorch or TensorFlow, Keras.

- Proficient in Python based programming

- Understanding of modeling a problem into a Deep Learning framework.

- Exposure in building, measuring and iterating on neural network architectures that effectively solved the problem

- Experience working in a product-based startup environment

- Understanding of pipelines to monitor, extract, index, build and tune ML and NLP models

- Experience working in collaborative software development environments including the use of git, peer code review and independent authorship of well tested, maintainable and documented code.

- Data Management

- Defining validation strategies

- Defining the pre-processing or feature engineering to be done on a given dataset

- Defining data augmentation pipelines

- Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world

- Working proficiency with SQL and relational databases, data warehouse.

- Experience with GPU/CUDA for computational efficiency.

- Experience with ML Ops frameworks like Sagemaker/AWS, MLFlow or similar

- Familiar with distributed computational frameworks (YARN, Spark, Hadoop)

(ref:hirist.tech)

  • Machine Learning Engineer

    1 week ago

    Bengaluru, India Evnek Technologies Pvt Ltd Full time

    This is a remote position. Role : Python Engineer for Machine Learning Location: Remote (Anywhere from India) Notice period: Immediate joiner  As a Python Engineer for Machine Learning this is what you’ll do: • Craft great code, empathize with our users, review pull requests, share your knowledge, and    learn together with other...

  • Machine Learning Engineer

    1 week ago

    Bengaluru, India Evnek Technologies Pvt Ltd Full time

    Job Description This is a remote position. Role : Python Engineer for Machine Learning Location: Remote (Anywhere from India) Notice period: Immediate joiner  As a Python Engineer for Machine Learning this is what you’ll do: • Craft great code, empathize with our users, review pull requests, share your knowledge, and    learn...

  • Machine Learning Engineer

    1 day ago

    Bengaluru, India Tipstat® Full time

    We are looking for a skilled Machine Learning Engineer to join our dynamic team and help us innovate in the field of [specific area of focus, e.g., natural language processing, AI, etc]. The ideal candidate should possess expertise in deploying LLMs like Llama 2, and Streamlit and have hands-on experience with GPTs. Familiarity with deploying models on...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, Karnataka, India NatWest Digital X Full time

    Join us as a Machine Learning EngineerWe're looking for someone to deploy, automate, maintain and monitor machine learning models and algorithms to make sure they work effectively in a production environmentDay-to-day, you'll collaborate with colleagues to design and develop state-of-the-art machine learning products which power our group for our...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India Infiniti Research Full time

    About Quantzig : . Quantzig is a global analytics and advisory firm with offices in the US, UK, Canada, China, and India. we have assisted our clients across the globe with end-to-end advanced analytics, visual storyboarding, Machine Learning, and data engineering solutions implementation for prudent decision making. We are a rapidly growing organization...

  • Machine Learning Engineer

    1 month ago

    Bengaluru, India Adappt Intelligence Full time

    Job Summary: We are looking for an experienced Senior Machine Learning Engineer/Data Scientist with a proven track record in building and deploying machine learning models using NVIDIA technologies. Specifically, we value expertise in the TAO (Train, Adapt, Optimize) toolkit, DeepStream SDK, and TensorRT. The ideal candidate will excel in developing video...

  • Machine Learning Engineer

    1 month ago

    Bengaluru, India Adappt Intelligence Full time

    Job Summary: We are looking for an experienced Senior Machine Learning Engineer/Data Scientist with a proven track record in building and deploying machine learning models using NVIDIA technologies. Specifically, we value expertise in the TAO (Train, Adapt, Optimize) toolkit, DeepStream SDK, and TensorRT. The ideal candidate will excel in developing video...

  • Machine Learning Engineer

    1 month ago

    Bengaluru, India Adappt Intelligence Full time

    Job Summary: We are looking for an experienced Senior Machine Learning Engineer/Data Scientist with a proven track record in building and deploying machine learning models using NVIDIA technologies. Specifically, we value expertise in the TAO (Train, Adapt, Optimize) toolkit, DeepStream SDK, and TensorRT. The ideal candidate will excel in developing video...

  • Machine Learning Engineer

    20 hours ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    1 day ago

    Bengaluru, India Maganti IT Resources, LLC Full time

    We have an excellent new position available in Compliance Engineering, for Global banking & Markets. The team is searching for dedicated individuals who thrives in a collaborative and challenging environment. You will work alongside a global team of more than 300 engineers and scientists who work on the most complex, mission-critical problems. You will...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Staffopedia Consulting LLP Full time

    Who you areWe're looking for an innovative and passionate Machine Learning Engineers to join our team. You are someone who loves solving complex problems, enjoys the challenges of working with huge data sets, and has a knack for turning theoretical concepts into practical, scalable solutions. You are a strong team player but also thrive in autonomous...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India WIZSTAFFING PRIVATE LIMITED Full time

    Job Description :We at Captain Fresh, are building smart supply chain to deliver the highest quality seafood and meat for the Indian consumer. Our innovations in process management and workforce orchestration along with strong industry credentials are enabling us to deliver the fastest harvest-to-fork in the industry.Our endeavor is to leverage experience...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India Overture Rede Private Limited Full time

    Designation: AI ML EngineerJob Location: Amantya Bangalore OfficePosition: 1Experience: 8-10 yearsResponsibilities:1. Design and develop machine learning models for disease detection using ophthalmology images, including Fundus images and OCT.2. Extract features and preprocess the ophthalmology images to optimize the performance of the machine learning...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Staffopedia Consulting LLP Full time

    Who you areWe're looking for an innovative and passionate Machine Learning Engineers to join our team. You are someone who loves solving complex problems, enjoys the challenges of working with huge data sets, and has a knack for turning theoretical concepts into practical, scalable solutions. You are a strong team player but also thrive in autonomous...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Staffopedia Consulting LLP Full time

    Who you areWe're looking for an innovative and passionate Machine Learning Engineers to join our team. You are someone who loves solving complex problems, enjoys the challenges of working with huge data sets, and has a knack for turning theoretical concepts into practical, scalable solutions. You are a strong team player but also thrive in autonomous...

  • Machine Learning Engineer

    2 weeks ago

    Bengaluru, India Anomaly Business Consult Full time

    We are seeking a Machine Learning Engineer (MLE) who will play a critical role in developing and implementing machine learning solutions that drive innovation and efficiency across our projects. The ideal candidate will possess a strong foundation in machine learning, data processing, and software development, with the ability to work seamlessly with...

  • Machine Learning Engineer

    4 weeks ago

    Bengaluru, Karnataka, India Cotocus Full time

    Autodesk is seeking a Machine Learning Engineer/Data Scientist to join our Sales Data Science team. We build innovative data products and machine learning solutions for Autodesk's sales teams. In this critical role, you will work alongside product development, product managers, and data engineers to tackle fundamental data science models in our Asia-Pacific...

  • Machine Learning Engineer

    4 days ago

    Bengaluru, India Chubb Full time

    The Purpose of the roleThe AI Team at Chubb is looking for a highly motivated and experienced ML Engineer to join our fast-paced, high-energy team responsible for delivering bleeding edge solutions leveraging AI.The ML Engineer will work closely with our Data Engineers, Data Scientists, DevOps team to develop and deploy scalable and robust machine learning...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India Overture Rede Private Limited Full time

    Designation: AI ML EngineerJob Location: Amantya Bangalore OfficePosition: 1Experience: 8-10 yearsResponsibilities:1. Design and develop machine learning models for disease detection using ophthalmology images, including Fundus images and OCT.2. Extract features and preprocess the ophthalmology images to optimize the performance of the machine learning...

  • Machine Learning Engineer

    3 weeks ago

    Bengaluru, India OneOrigin Full time

    Company Overview: OneOrigin is one of the fastest-growing Technology Companies in the world, headquartered along the coastline of North East America, in Norwalk, Connecticut. With a mission to deliver value through astounding focus and exceptional innovative mindset, OneOrigin is empowering the technology shift within the Education sector from a reactive...