Qureos Mentor

PointofIT

We are looking for an experienced NLP focused AI Engineer to help us unlock insights from clinical notes, care plans, and patient documentation. The resource will work with transformer models and rule based techniques to enable AI driven personalized care, behavioral analysis, and nonadherence detection.Responsibilities<ul><li>Build NLP pipelines to extract symptoms, conditions, behaviors, and clinical context from Rx Referals</li><li>Build time-series models, survival analysis pipelines, and risk-scoring frameworks for transplant outcomes.</li><li>Implement algorithms to detect early signs of chronic rejection (e.g., BOS/CLAD stages)</li><li>Clean, preprocess, and engineer features from irregular, noisy clinical datasets.</li><li>Validate models using clinically meaningful metrics and ensure interpretability for medical decision support.</li><li>Experience working with lung transplant clinical registries i.e ISHLT Registry, UNOS / OPTN,ELTR,CIBMTR</li><li>Familiarity with pulmonary disease and spirometry registries i.e NHANES, COPDGene</li><li>Fine tune and deploy models like ClinicalBERT, BioBERT, or BlueBERT</li><li>Implement sectionizers, negation detection, and temporal classifiers using tools like MedSpaCy</li><li>Contribute to hybrid models that combine unstructured and structured patient data</li><li>Support generation of personalized care interventions</li><li>Collaborate with ML engineers, clinical analysts, and developers</li><li>Ensure compliance with healthcare standards (HIPAA)</li></ul>Required Skills<ul><li>3+ years of NLP/ML experience</li><li>Hands on experience with transformers and fine tuning pretrained models</li><li>Strong programming background in Python</li><li>Experience working with PyTorch/TensorFlow</li><li>Experience working with libraries like spaCy and Hugging Face Transformers</li><li>Understanding of context detection, classification, and named entity recognition</li><li>Deployment experience in Azure, AWS or GCP</li></ul>Nice To Have Skills<ul><li>Experience with healthcare chatbots</li><li>Prompt engineering or experience working with LLMs</li><li>Knowledge of early warning scores and risk stratification</li><li>Familiarity with clinical terminology and standards like ICD-10</li></ul>Job Type: Full-timePay: Rs200,000.00 - Rs250,000.00 per monthApplication Question(s):<ul><li>Do you have 3+ years of hands-on experience in NLP/ML, including working with transformers and fine-tuning pretrained models?</li><li>Are you proficient in Python, with experience using frameworks like PyTorch/TensorFlow and libraries such as spaCy or Hugging Face Transformers?</li><li>Do you have experience deploying ML/NLP models on cloud platforms such as Azure, AWS, or GCP?</li></ul>Work Location: In person

AI Engineer (HealthCare)

Position: Digital Marketing Lead (Digital &amp; Brand Growth) Location: Islamabad, Pakistan (Hybrid &ndash; Evacuee Trust Complex, F-5) Working Hours: 1:00 PM &ndash; 10:00 PM (Pakistan Time) Experience: 4&ndash;5 Years Education: Bachelor&rsquo;s degree in Marketing, Business Administration, Computer Science, or ITWe are looking for a mid-level, hands-on Digital Marketing Lead to manage and execute online marketing campaigns for our technology and healthcare services.Important Note (Please Read Before Applying)This is a digital marketing role, not a field or on-ground marketing/sales position. Applicants with field marketing or sales experience should not apply. We are looking for someone skilled in online marketing, lead generation, SEO, paid ads, and content marketing.About the RoleThis is a creative and execution-focused role. The ideal candidate will be responsible for running digital campaigns, managing social media and website content, executing SEO/SEM strategies, and building brand visibility and lead generation globally.You&rsquo;ll work closely with internal teams to craft digital campaigns for healthcare, AI, and IT audiences.Key Responsibilities<ul><li>Plan and execute digital marketing campaigns across Google, LinkedIn, Facebook, and other online platforms.</li><li>Manage social media accounts, design content calendars, and run paid promotions.</li><li>Create engaging blogs, newsletters, brochures, and website content.</li><li>Optimize website for SEO and lead generation.</li><li>Set up and manage email marketing and automation campaigns.</li><li>Track campaign performance (traffic, leads, ROI) and prepare reports.</li><li>Conduct competitor and market analysis for campaign improvement.</li><li>Collaborate with internal teams to align marketing with company goals.</li></ul>Required Skills<ul><li>4&ndash;5 years of experience in digital marketing, SEO/SEM, or performance marketing.</li><li>Practical experience with Google Ads, Meta Ads, LinkedIn Campaign Manager, and SEO tools.</li><li>Familiarity with email marketing software (Mailchimp, HubSpot, etc.).</li><li>Excellent English writing and communication skills.</li><li>Creative, analytical, and self-motivated.</li><li>Experience in IT, SaaS, or healthcare marketing is a plus.</li></ul>Why Join PointofIT<ul><li>Lead digital marketing initiatives for a fast-growing international company.</li><li>Opportunity to work across healthcare, AI, and IT domains.</li><li>Hybrid work setup in a collaborative, innovation-driven culture.</li><li>Competitive salary and career advancement opportunities.</li></ul>Interested candidates can apply by sending their CVs to careers@thepointofit.com Subject line: Marketing Lead (Digital Marketing) &ndash; IslamabadJob Type: Full-timePay: Rs100,000.00 - Rs200,000.00 per monthWork Location: In personExpected Start Date: 01/12/2025

Digital Marketing Lead (Digital & Brand Growth)

Join PointofIT and explore 2   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

PointofIT

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AI Engineer (HealthCare)

Digital Marketing Lead (Digital & Brand Growth)