Principal/Staff Machine Learning Engineer (Generative AI + LLM)

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    "heading": "Principal/Staff Machine Learning Engineer (Generative AI + LLM)",
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    "description_html": "<div class=\"job_description\">\n\t\t\t\t\t<span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\"><b>Company Overview:&#160;</b></span></span></span><br><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high-performance team members. Our broad expertise in product management, user experience/design, cloud architecture, software development, data insights and intelligence, cyber security, emerging tech, and quality assurance ensures that we are delivering solutions that address business needs. 10Pearls is proud to have a diverse clientele including large enterprises, SMBs and high-growth startups. We work with clients across industries, including healthcare/life sciences, education, energy, communications/media, financial services, and hi-tech. Our many long-term, successful partnerships are built upon trust, integrity and successful delivery and execution.&#160;</span></span></span><br><br><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\"><b>Requirements:</b></span></span></span><br><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">We are looking for a &#8220;Principal/Staff Machine Learning Engineer&#8221;. The ideal candidate should have a Master&#8217;s degree in Computer Science with 5 &#8211; 8 years of&#160;developing machine learning models, with a strong portfolio in Computer Vision and LLMs.</span></span></span><br><br><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\"><b>Responsibilities:</b></span></span></span><ul><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Lead the design, development, and deployment of generative AI models, large language models, and retrieval-augmented generation systems.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Conduct cutting-edge research in AI, contributing to advancements in image and video analysis, object detection, segmentation, and NLP.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Collaborate with product teams to integrate AI/ML technologies into new and existing products.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Develop and implement machine learning algorithms and models using state-of-the-art techniques and best practices.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Optimize models for performance, scalability, and efficiency on cloud platforms.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Implement MLOps practices to streamline the machine learning lifecycle, including model training, deployment, monitoring, and maintenance.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Mentor and lead a team of machine learning engineers, fostering a culture of technical excellence.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Optimize machine learning workflows for improved model performance and efficiency.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Develop and maintain robust data pipelines for model training and inference at scale.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Implement rigorous model testing and validation to ensure high-quality deployments.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Contribute to the company's intellectual property through innovative research, patents, and publications.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Work closely with cross-functional teams, including data scientists, analysts, and other developers, to understand data requirements and implement effective solutions.&#160;</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Stay abreast of industry trends and emerging technologies in AI to maintain a competitive edge.</span></span></span></li><li style=\"margin-bottom:11px;margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Communicate technical concepts effectively to stakeholders and influence strategic decisions with ML insights.</span></span></span></li></ul><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\"><b>Requirements:</b></span></span></span><ul><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Advanced degree (Ph.D. or Master's) in Computer Science, Machine Learning, or a related field</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">5+ years of experience in machine learning and deep learning, with a focus on generative AI and large language models.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Experience with NLP and text generation models such as GPT, Gemini, LLaMA, or BERT.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\"><span lang=\"en-us\" style=\"font-size:10.5pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:'system-ui', serif;\"><span style=\"color:#09090b;\">Experience with LLamaIndex or Langchain for efficient indexing and retrieval of large language model data, optimizing the performance of generative AI systems.</span></span></span></span></span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Strong programming skills in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Experience with cloud platforms, specifically AWS (SageMaker &amp; Bedrock), GCP (Vertex AI), and Azure (Machine Learning).</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Knowledge of MLOps tools and practices, including CI/CD, model versioning, and deployment automation.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Demonstrated ability to lead and mentor a team of machine learning engineers.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Solid understanding of data structures, algorithms, and software engineering principles.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Proficiency in data modeling, data pipeline development, and big data technologies.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Track record of innovation and thought leadership in the field of AI, evidenced by publications, patents, or conference presentations.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Excellent problem-solving skills and the ability to work in a fast-paced, dynamic environment.</span></span></span></li><li style=\"margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.</span></span></span></li><li style=\"margin-bottom:11px;margin-left:8px;\"><span style=\"font-size:11pt;\"><span style=\"line-height:107%;\"><span style=\"font-family:Calibri, sans-serif;\">Commitment to continuous learning and staying current with the latest ML research and technologies</span></span></span></li></ul>",
    "description_text": "Company Overview:\n 10Pearls is an end-to-end digital technology services partner helping businesses utilize technology as a competitive advantage. We help our customers digitalize their existing business, build innovative new products, and augment their existing teams with high-performance team members. Our broad expertise in product management, user experience/design, cloud architecture, software development, data insights and intelligence, cyber security, emerging tech, and quality assurance ensures that we are delivering solutions that address business needs. 10Pearls is proud to have a diverse clientele including large enterprises, SMBs and high-growth startups. We work with clients across industries, including healthcare/life sciences, education, energy, communications/media, financial services, and hi-tech. Our many long-term, successful partnerships are built upon trust, integrity and successful delivery and execution.\n Requirements:\n We are looking for a “Principal/Staff Machine Learning Engineer”. The ideal candidate should have a Master’s degree in Computer Science with 5 – 8 years of developing machine learning models, with a strong portfolio in Computer Vision and LLMs.\n Responsibilities: Lead the design, development, and deployment of generative AI models, large language models, and retrieval-augmented generation systems.\n Conduct cutting-edge research in AI, contributing to advancements in image and video analysis, object detection, segmentation, and NLP.\n Collaborate with product teams to integrate AI/ML technologies into new and existing products.\n Develop and implement machine learning algorithms and models using state-of-the-art techniques and best practices.\n Optimize models for performance, scalability, and efficiency on cloud platforms.\n Implement MLOps practices to streamline the machine learning lifecycle, including model training, deployment, monitoring, and maintenance.\n Mentor and lead a team of machine learning engineers, fostering a culture of technical excellence.\n Optimize machine learning workflows for improved model performance and efficiency.\n Develop and maintain robust data pipelines for model training and inference at scale.\n Implement rigorous model testing and validation to ensure high-quality deployments.\n Contribute to the company's intellectual property through innovative research, patents, and publications.\n Work closely with cross-functional teams, including data scientists, analysts, and other developers, to understand data requirements and implement effective solutions.\n Stay abreast of industry trends and emerging technologies in AI to maintain a competitive edge.\n Communicate technical concepts effectively to stakeholders and influence strategic decisions with ML insights.\n Requirements: Advanced degree (Ph.D. or Master's) in Computer Science, Machine Learning, or a related field\n 5+ years of experience in machine learning and deep learning, with a focus on generative AI and large language models.\n Experience with NLP and text generation models such as GPT, Gemini, LLaMA, or BERT.\n Experience with LLamaIndex or Langchain for efficient indexing and retrieval of large language model data, optimizing the performance of generative AI systems.\n Strong programming skills in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, or Keras.\n Experience with cloud platforms, specifically AWS (SageMaker & Bedrock), GCP (Vertex AI), and Azure (Machine Learning).\n Knowledge of MLOps tools and practices, including CI/CD, model versioning, and deployment automation.\n Demonstrated ability to lead and mentor a team of machine learning engineers.\n Solid understanding of data structures, algorithms, and software engineering principles.\n Proficiency in data modeling, data pipeline development, and big data technologies.\n Track record of innovation and thought leadership in the field of AI, evidenced by publications, patents, or conference presentations.\n Excellent problem-solving skills and the ability to work in a fast-paced, dynamic environment.\n Strong communication skills, with the ability to explain complex technical concepts to non-technical stakeholders.\n Commitment to continuous learning and staying current with the latest ML research and technologies",
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