Machine Learning Engineer

3 weeks ago


india Recro Full time
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 (PyTorch, TensorFlow) and distributed training ● Strong understanding of evaluation metrics and ability to design domain-specific benchmarks ● Experience with modern speech models (Whisper, Wav2Vec2, Conformer) or LLM fine-tuning techniques (LoRA, QLoRA, 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 modelling ● Experience building evaluation frameworks for production ML systems

  • India Machine Learning Studies Full time

    Machine Learning Research Internship Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and Mathematics ? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • India Machine Learning Studies Full time

    Machine Learning Research Internship Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and Mathematics ? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • India Machine Learning Studies Full time

    Machine Learning Research Internship Please fill out the questionnaire at (You will have to copy-paste the link, apologies for inconvenience) Are you passionate about diving deep into the realms of Machine Learning and Mathematics ? We're seeking enthusiastic interns to join our team for an immersive learning experience. Here's what you can expect:...


  • 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...


  • India MAHTO Full time

    Company 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,...


  • India MAHTO Full time

    Company 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,...


  • India MAHTO Full time

    Company 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,...


  • India goML Full time

    Looking 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...


  • Chennai, India Umanist NA Full time

    Job Description Machine Learning Engineer 325 Industry Semiconductor | Electronics | Hardware Manufacturing | Engineering Product Development | Technology & R&D Overview A global technology organization operating in the semiconductor and advanced electronics domain is seeking a Machine Learning / Deep Learning Engineer to design and develop AI-driven...


  • India goML Full time

    Looking 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...