Machine learning research engineer
3 weeks ago
Who You Are You're an ML Research Engineer with 2+ years of experience who bridges the gap between cutting-edge research and production systems. You're passionate about training models that perform exceptionally well not just on benchmarks but in real-world applications. You enjoy diving deep into model architectures, experimenting with training techniques, and building robust evaluation frameworks that ensure model reliability in critical applications. Responsibilities ● Train and fine-tune models for speech recognition and natural language processing in multilingual healthcare contexts ● Develop specialized models through fine-tuning and optimization techniques for domain-specific tasks ● Design and implement comprehensive evaluation frameworks to measure model performance across critical metrics ● Build data pipelines for collecting, annotating, and augmenting training datasets ● Research and implement state-of-the-art techniques from academic papers to improve model performance ● Collaborate with AI engineers to deploy optimized models into production systems ● Create synthetic data generation pipelines to address data scarcity challenges Qualifications Required ● 2+ years of experience in ML/DL with focus on training and fine-tuning production models ● Deep expertise in speech recognition systems (ASR) or natural language processing (NLP), including transformer architectures ● Proven experience with model training frameworks (Py Torch, Tensor Flow) and distributed training ● Strong understanding of evaluation metrics and ability to design domain-specific benchmarks ● Experience with modern speech models (Whisper, Wav2 Vec2, Conformer) or LLM fine-tuning techniques (Lo RA, QLo RA, full fine-tuning)● Proficiency in handling multilingual datasets and cross-lingual transfer learning ● Track record of improving model performance through data engineering and augmentation strategies Nice to Have ● Published research or significant contributions to open-source ML projects ● Experience with model optimization techniques (quantization, distillation, pruning)● Background in low-resource language modeling ● Experience building evaluation frameworks for production ML systems
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Research Scientist
3 weeks ago
Bangalore, Karnataka, India GE Vernova Full timeSummary GE Vernova s Advanced Research business is the central innovation engine for GE s portfolio of energy businesses which is unified under one banner called GE Vernova The research organization is made up of 300 researchers representing virtually every major scientific and engineering discipline Collectively they are driving major research programs and...
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Machine Learning Engineer
2 weeks ago
bangalore, India goML Full timeLooking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services. You will develop training and deployment pipelines for machine learning, implement model compression algorithms, and productionize machine learning research solving challenging...
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Machine Learning Engineer
3 days ago
bangalore, India MAHTO Full timeCompany Description MAHTO is a platform that connects contractors and homeowners with skilled blue-collar workers, primarily from the home building industry. We make it easier for homeowners to find and hire construction contractors. MAHTO also offers Full Stack Home Building Services under "mine," delivering exceptional projects across residential,...
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Machine Learning Engineer
3 days ago
bangalore, India MAHTO Full timeCompany Description MAHTO is a platform that connects contractors and homeowners with skilled blue-collar workers, primarily from the home building industry. We make it easier for homeowners to find and hire construction contractors. MAHTO also offers Full Stack Home Building Services under "mine," delivering exceptional projects across residential,...
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Principal Machine Learning Engineer
2 weeks ago
bangalore, India Informatica Full timePrincipal Machine Learning EngineerInformatica is on a journey to leverage generative AI to simplify cloud data management. Principal Machine Learning Engineer will be responsible for driving the overall architecture and pipelines to enable Machine Learning engineers to build, train and deploy Models at scale across multiple cloud services providers in a...
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Principal Machine Learning Engineer
2 weeks ago
bangalore, India Informatica Full timePrincipal Machine Learning Engineer Informatica is on a journey to leverage generative AI to simplify cloud data management. Principal Machine Learning Engineer will be responsible for driving the overall architecture and pipelines to enable Machine Learning engineers to build, train and deploy Models at scale across multiple cloud services providers in a...
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(Senior) Machine Learning Engineer
3 days ago
Bangalore, India EdgeVerve Full timeJob Title: Senior Machine Learning Engineer Experience: 7Yrs to 10Years Machine Learning Model Development: Research, design, and implement advanced machine learning algorithms and models to address business challenges. Data Engineering: Extract, transform, and load (ETL) large datasets from various sources into a Postgres database. Model Deployment: Deploy...
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Machine Learning Engineer
4 days ago
bangalore, India Aakaar AI Full timeAbout Us We're a small but ambitious startup revolutionizing the e-commerce landscape with cutting-edge AI solutions. Our mission is to empower sellers with the tools and insights they need to thrive in the competitive online marketplace. We’re building a suite of AI-powered products and intelligent AI agents designed to streamline advertising, automate...
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Machine Learning Engineer
3 days ago
bangalore, India Aakaar AI Full timeAbout Us We're a small but ambitious startup revolutionizing the e-commerce landscape with cutting-edge AI solutions. Our mission is to empower sellers with the tools and insights they need to thrive in the competitive online marketplace. We’re building a suite of AI-powered products and intelligent AI agents designed to streamline advertising, automate...
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Machine Learning Research Scientist
3 days ago
Bangalore, India Nykaa Full timePrincipal Machine Learning Scientist - Applied Sciences(New Initiatives) About Nykaa Nykaa is India's leading beauty and lifestyle destination. We are a consumer-tech company, offering a portfolio of beauty, personal care, and fashion products through our online platforms and retail stores. At our core, we are powered by technology and data, and our Data...
