Machine Learning Engineer

4 weeks ago

Hyderabad, Telangana, India 5G-AI Full time

Job Summary :

We are seeking a highly experienced and skilled Machine Learning Software Engineer with 8-10 years of experience to join our team. The ideal candidate will be a deep learning expert with a strong background in optimizing and deploying machine learning models on specialized hardware, particularly ML accelerators. This role is critical for bridging the gap between theoretical model development and practical, high-performance inference on target platforms. A key focus of this position will be on model quantization and other optimization techniques to maximize efficiency and performance.

Key Responsibilities :

- Model Porting & Deployment : Port and deploy complex deep learning models from various frameworks (e.g., PyTorch, TensorFlow) to proprietary or commercial ML accelerator hardware platforms (e.g., TPUs, NPUs, GPUs).

- Performance Optimization : Analyze and optimize the performance of ML models for target hardware, focusing on latency, throughput, and power consumption.

- Quantization : Lead the efforts in model quantization (e.g., INT8, FP16) to reduce model size and accelerate inference while preserving model accuracy.

- Profiling & Debugging : Utilize profiling tools to identify performance bottleneck and debug issues in the ML inference pipeline on the accelerator.

- Collaboration : Work closely with the ML research, hardware, and software teams to understand model requirements and hardware capabilities, providing feedback to improve both.

- Tooling & Automation : Develop and maintain tools and scripts to automate the model porting, quantization, and performance testing workflows.

- Research & Innovation : Stay current with the latest trends and research in ML hardware, model compression, and optimization Qualifications :

- Experience : 8-10 years of professional experience in machine learning engineering, with a focus on model deployment and optimization.

Technical Skills :

- Deep expertise in deep learning frameworks such as PyTorch and TensorFlow.

- Proven experience in optimizing models for inference on GPUs, NPUs, TPUs, or other specialized accelerators.

- Extensive hands-on experience with model quantization (e.g., Post-Training Quantization, Quantization-Aware Training).

- Strong proficiency in C++ and Python, with experience writing high performance, low-level code.

- Experience with GPU programming models like CUDA/cuDNN.

- Familiarity with ML inference engines and runtimes (e.g., TensorRT, OpenVINO, TensorFlow Lite).

- Strong understanding of computer architecture principles, including memory hierarchies, SIMD/vectorization, and cache optimization.

- Version Control : Proficient with Git and collaborative development workflows.

- Education : Bachelor's or Master's degree in Computer Science, Electrical Engineering, or a related field

Preferred Qualifications :

- Experience with hardware-aware model design and co-design.

- Knowledge of compiler technologies for deep learning.

- Contributions to open-source ML optimization projects.

- Experience with real-time or embedded systems.

- Knowledge of cloud platforms (AWS, GCP, Azure) and MLOps best practices.

- Familiarity with CI/CD pipelines and automated testing for ML models.

- Domain knowledge in areas like computer vision, natural language processing, or speech recognition.

(ref:hirist.tech)

  • Machine Learning Engineer

    4 hours ago

    Hyderabad, Telangana, India ServiceNow Full time

    Machine Learning EngineerExperience : 5-7 YearsAbout the Role : We're looking for a Machine Learning Engineer to build and deploy robust, production-ready machine learning models. You will work on a variety of projects, from developing new algorithms to optimizing existing ones.Responsibilities : - Design, build, and deploy machine learning pipelines.- Work...

  • Machine Learning Engineer

    5 days ago

    Hyderabad, Telangana, India Egen Full time

    We are seeking a highly motivated and experienced ML Engineer/Data Scientist to join our growing ML/GenAI team.You will play a key role in designing, developing and productionalizing ML applications by evaluating models, training and/or fine tuning them. You will play a crucial role in developing Gen AI based solutions for our customers. As a senior member...

  • Machine Learning Engineer

    2 weeks ago

    Hyderabad, Telangana, India Egen Full time

    We are seeking a highly motivated and experienced ML Engineer/Data Scientist to join our growing ML/GenAI team. You will play a key role in designing, developing and productionalizing ML applications by evaluating models, training and/or fine tuning them. You will play a crucial role in developing Gen AI based solutions for our customers. As a senior member...

  • Senior Machine Learning Engineer

    2 days ago

    Hyderabad, Telangana, India beBeeMachineLearning Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

    Job Title:Machine Learning Pipeline Engineer Job Description:As a Machine Learning Pipeline Engineer, you will be responsible for designing, building, and maintaining scalable and reliable machine learning pipelines using Google Cloud Platform. You will collaborate with data scientists and engineers to ensure the performance and reliability of our ML...

  • Machine Learning Engineer

    7 hours ago

    Hyderabad, Telangana, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

    Job DescriptionWe are seeking a skilled MLOps Engineer to design and implement scalable machine learning infrastructure. This role involves building, operating, and maintaining reliable ML/LLM systems from data ingestion to model serving.The successful candidate will partner with cross-functional teams to develop and deploy models to production while...

  • Machine Learning Engineer

    2 weeks ago

    Hyderabad, Telangana, India ParadigmIT Full time

    Role: ML Engineer (Part time) Experience- 2- 5 Years Location: Hyderabad Job description: We're seeking a highly skilled Machine Learning Engineer to drive the development and implementation of cutting-edge ML solutions. As a genius with ML, you'll leverage your expertise to design, build, and deploy innovative models and algorithms that solve complex...

  • Machine Learning Engineer

    2 weeks ago

    Hyderabad, Telangana, India Xebia Full time

    We're Hiring | Machine Learning Engineer | 3–6 Years Experience | Noida / Hyderabad (Hybrid) Are you an experienced ML Engineer ready to hit the ground running? Xebia is hiring for a Machine Learning Engineer role – immediate joiners or candidates with ≤ 2 weeks notice only. What We're Looking For: Proven experience with AWS Machine Learning...

  • Machine Learning Engineer

    3 days ago

    Hyderabad, Telangana, India Circuitry Full time

    Position: Machine Learning Engineer – Graph AI/Neo4j Location: Hyderabad, India - Hybrid Remote (3 days in office, 2 days remote) Experience: 2+ years Employment Type: Full-time Position Overview: We are seeking a talented and experienced Machine Learning Engineer with a strong background in graph databases, particularly Neo4j, to join our dynamic team....

  • Senior Machine Learning Engineer

    13 hours ago

    Hyderabad, Telangana, India Phenom Full time

    Phenom Intro :Our purpose is to help a billion people find the right job Phenom is an AI-Powered talent experience platform that is redefining the HR tech space.We have grown into a global organization with offices in 6 countries and over 1,500 employees.As an HR tech unicorn organization, innovation and creativity is within our DNA.Come help us make every...

  • Machine Learning Engineer

    2 days ago

    Hyderabad, Telangana, India beBeeDataScientist Full time ₹ 15,00,000 - ₹ 25,00,000

    Job Title: Data ScientistData Analysis and Modeling:Work with raw data to perform data cleaning, transformation, and feature engineering to prepare datasets for analysis.Collaborate with cross-functional teams to gather and understand data requirements.Model Deployment and Monitoring:Maintain, optimize, and scale recommendation engines used in FMCG or...