LinkedIn search API
Our LinkedIn search API gives you programmatic access to LinkedIn search data that isn't available through any official API. Get data on LinkedIn profile data, company filtering, job title search, location targeting, email search with validation, and more. And the best part? You can try the LinkedIn search API entirely for free, no credit card required.

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Integrate our LinkedIn search API
Access the LinkedIn search API using Python, JavaScript, CLI, cURL, OpenAPI, or MCP. Choose your preferred option and start extracting LinkedIn search data in minutes.
Python
JavaScript
HTTP
MCP
1from apify_client import ApifyClient2
3# Initialize the ApifyClient with your Apify API token4# Replace '<YOUR_API_TOKEN>' with your token.5client = ApifyClient("<YOUR_API_TOKEN>")6
7# Prepare the Actor input8run_input = { "maxItems": 20 }9
10# Run the Actor and wait for it to finish11run = client.actor("harvestapi/linkedin-profile-search").call(run_input=run_input)12
13# Fetch and print Actor results from the run's dataset (if there are any)14print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])15for item in client.dataset(run["defaultDatasetId"]).iterate_items():16 print(item)17
18# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start
Get data with LinkedIn search API
Extract LinkedIn profile data by providing search filters like companies, job titles, and locations. The LinkedIn Profile Search Scraper returns structured JSON data with profile IDs, names, headlines, experience, education, skills, contact information, and comprehensive professional details.
Input
{ "startPage": 11, "searchQuery": "Machine Learning Engineer", "profileScraperMode": "Full"}
Output
{ "_fromStrapi": true, "id": "ACoAACLevxsBfWQoDUYkHyCP2jzl81cDAvckQEI", "about": "I find myself at a unique crossroads where science meets compassion. With over eight years of experience in pharmacology, my journey has been fueled by a genuine desire to improve patient lives. Working at CVS Health has allowed me to interact with over 100 patients each week, guiding them through their health journeys not just by dispensing medications but by truly listening and building trust. It's incredibly rewarding to know I play a part in their well-being.\\n\\nIn my time as a Staff Pharmacist, I’ve exceeded daily production targets by 15% while ensuring timely service for more than 1,000 patients weekly. Collaborating with diverse pharmacy teams across Los Angeles has taught me the importance of understanding unique demographic needs. Whether it’s addressing medication safety or enhancing patient satisfaction through targeted counseling initiatives, I’m dedicated to creating solutions that resonate.\\n\\nOne of my proudest moments was during my internship at Harbor-UCLA Medical Center when I administered over 1,500 immunizations. This experience opened my eyes to the impact preventive healthcare can have on communities. By conducting health screenings and engaging patients directly about disease management education, I contributed to improved public health outcomes—something that drives me every day.\\n\\nOutside of my professional life, I have a passion for photography. This hobby allows me to express my creativity while honing my attention to detail—skills that translate seamlessly into my work. Capturing moments behind the lens reminds me how important it is to appreciate the little things in life.\\n\\nIf you're interested in discussing innovative approaches in product development or project management within the healthcare field—or if you simply want to chat about photography—I would love to connect! Feel free to reach out via email—let’s explore how we can make an impact together.\\n\\nSkills:\\n- Patient Care Management\\n- Medication Optimization\\n- Process Validation\\n- Project Management\\n- Drug Utilization Review", "photo": "<https://media.licdn.com/dms/image/v2/C5603AQEbgBlEFwrtUg/profile-displayphoto-shrink_800_800/profile-displayphoto-shrink_800_800/0/1567218693232?e=1756944000&v=beta&t=duzOKV11a_IbPCE_7FCXqaTh1O6Q1TR7IZmpGEmxGAE>", "hiring": false, "skills": [ { "name": "Drug Therapy Optimization", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ] }, { "name": "Medication Safety", "positions": [ "2 experiences at CVS Health" ] }, { "name": "Drug Particle Size Analysis" }, { "name": "Pharmaceutical Industry Consultation" }, { "name": "Training Development" }, { "name": "Cross-Functional Collaboration" }, { "name": "Medication Dispensing", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Regulatory Compliance", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Cultural Awareness", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Resource Optimization", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Active Listening", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Workload Prioritization" }, { "name": "Certified Immunizer", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Interpersonal Communication", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Scientific Liaison", "positions": [ "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance at CVS Health" ] }, { "name": "Management" }, { "name": "Healthcare System Knowledge", "positions": [ "6 experiences across CVS Health and 3 other companies", "Western University of Health Sciences" ] }, { "name": "Cross-functional Team Leadership", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ] }, { "name": "Customer Engagement" }, { "name": "High-quality Actionable Insight" }, { "name": "Scientific Discussion", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ] }, { "name": "Scientific Communications", "positions": [ "6 experiences across CVS Health and 4 other companies", "3 educational experiences at Western University of Health Sciences and 2 other schools" ] }, { "name": "Relationship Building", "positions": [ "Western University of Health Sciences" ] }, { "name": "Professional Networking", "positions": [ "4 experiences across CVS Health and 3 other companies", "4 educational experiences at Western University of Health Sciences and 3 other schools" ] }, { "name": "Clinical Research", "positions": [ "KTH Royal Institute of Technology" ], "endorsements": "1 endorsement" }, { "name": "Laboratory Skills", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ], "endorsements": "1 endorsement" }, { "name": "Data Analysis", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ], "endorsements": "1 endorsement" }, { "name": "Clinical Trials", "positions": [ "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Project Management", "positions": [ "3 experiences across CVS Health and 2 other companies", "4 educational experiences at Western University of Health Sciences and 3 other schools" ], "endorsements": "1 endorsement" }, { "name": "Literature Reviews", "positions": [ "KTH Royal Institute of Technology" ], "endorsements": "1 endorsement" }, { "name": "Research Proposals", "endorsements": "1 endorsement" }, { "name": "Healthcare Compliance", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Expense Reports", "positions": [ "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Multi-disciplinary Teams", "endorsements": "1 endorsement" }, { "name": "Research Skills", "positions": [ "2 educational experiences at Western University of Health Sciences and 1 other school" ], "endorsements": "1 endorsement" }, { "name": "Peer Relationships", "endorsements": "1 endorsement" }, { "name": "Drug Utilization Review", "positions": [ "5 experiences across CVS Health and 3 other companies", "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Drug Interactions", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Client Relations", "endorsements": "1 endorsement" }, { "name": "Collaboration in Healthcare", "endorsements": "1 endorsement" }, { "name": "Presentation Skills", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ], "endorsements": "1 endorsement" }, { "name": "Public Speaking", "positions": [ "4 educational experiences at Western University of Health Sciences and 3 other schools" ], "endorsements": "1 endorsement" }, { "name": "Product Marketing", "endorsements": "1 endorsement" }, { "name": "Time Management", "positions": [ "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Teamwork", "positions": [ "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Collaborative Problem Solving", "positions": [ "4 experiences across CVS Health and 2 other companies", "3 educational experiences at Western University of Health Sciences and 2 other schools" ], "endorsements": "1 endorsement" }, { "name": "Insurance Billing", "positions": [ "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Patient Safety", "endorsements": "1 endorsement" }, { "name": "Customer Service", "positions": [ "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "U.S. Health Insurance Portability and Accountability Act (HIPAA)", "positions": [ "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Pharmacology", "positions": [ "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Pharmacodynamics", "positions": [ "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Pharmaceuticals", "endorsements": "1 endorsement" }, { "name": "Cardiopulmonary Resuscitation (CPR)", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "OTC", "positions": [ "Intern Pharmacist | Immunization Administration, Patient Counseling, Medication Safety at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Immunization", "positions": [ "Intern Pharmacist | Immunization Administration, Patient Counseling, Medication Safety at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Basic Life Support (BLS)", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Medicaid", "endorsements": "1 endorsement" }, { "name": "Medical Devices", "endorsements": "1 endorsement" }, { "name": "Medical Terminology", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health", "Western University of Health Sciences" ], "endorsements": "1 endorsement" }, { "name": "Retail", "positions": [ "2 experiences at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Patient Counseling", "positions": [ "Intern Pharmacist | Immunization Administration, Patient Counseling, Medication Safety at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Medication Adherence", "positions": [ "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration at CVS Health" ], "endorsements": "1 endorsement" }, { "name": "Microsoft Excel", "positions": [ "Excel Formulas and Functions Quick Tips" ] } ], "courses": [ { "title": "Applied Gene Technology", "associatedWith": "Associated with KTH Royal Institute of Technology", "associatedWithLink": "<https://www.linkedin.com/company/4814/>" }, { "title": "Bioinformatics", "associatedWith": "Associated with KTH Royal Institute of Technology", "associatedWithLink": "<https://www.linkedin.com/company/4814/>" } ], "patents": [], "premium": false, "featured": null, "headline": "Pharmacology | Medical Science Liasion | Pharmacovigilence | Regulatory Toxicologist | Process Validation | Project Management | Leadership | Photography", "lastName": "Rahman, PharmD", "location": { "parsed": { "city": "Los Angeles", "text": "Los Angeles, CA, United States", "state": "California", "country": "United States", "regionCode": null, "countryCode": "US", "countryFull": "United States of America" }, "countryCode": "US", "linkedinText": "Los Angeles, California, United States" }, "projects": [ { "title": "Essential and Evidence-Based Cardiovascular Disease Medicine Availability in Low-Cost Generic Drug Plans", "endDate": { "text": "May 2022", "year": 2022, "month": "May" }, "duration": "Jan 2022 - May 2022", "startDate": { "text": "Jan 2022", "year": 2022, "month": "Jan" }, "description": "The project estimated the availability of essential and guideline-recommended cardiovascular medicines in low-cost generic drug programs in the United States." }, { "title": "Androgen Mediated Inhibition of STAT3 Phosphorylation and Lipogenesis in Liver", "endDate": { "text": "Nov 2009", "year": 2009, "month": "Nov" }, "duration": "Apr 2009 - Nov 2009", "startDate": { "text": "Apr 2009", "year": 2009, "month": "Apr" }, "description": "The study demonstrated that testosterone-mediated inhibition of pSTAT3 may contribute to the lipogenic gene expression in the liver." } ], "verified": true, "education": [ { "degree": "Doctor of Pharmacy", "period": "Aug 2018 - May 2022", "skills": [ "Healthcare System Knowledge", "Relationship Building", "Pharmacodynamics", "Scientific Communications", "Cross-functional Team Leadership", "Research Skills", "Professional Networking", "Expense Reports", "Presentation Skills", "Laboratory Skills", "Scientific Discussion", "Medical Terminology", "Collaborative Problem Solving", "Public Speaking", "Clinical Trials", "Drug Utilization Review", "Pharmacology", "Data Analysis", "Project Management" ], "endDate": { "text": "May 2022", "year": 2022, "month": "May" }, "startDate": { "text": "Aug 2018", "year": 2018, "month": "Aug" }, "schoolName": "Western University of Health Sciences", "fieldOfStudy": "Pharmacy", "schoolLinkedinUrl": "<https://www.linkedin.com/company/26345/>" }, { "degree": "Master of Science", "period": "Aug 2007 - Jan 2011", "skills": [ "Scientific Communications", "Cross-functional Team Leadership", "Research Skills", "Professional Networking", "Presentation Skills", "Laboratory Skills", "Scientific Discussion", "Collaborative Problem Solving", "Public Speaking", "Clinical Research", "Data Analysis", "Project Management", "Literature Reviews" ], "endDate": { "text": "Jan 2011", "year": 2011, "month": "Jan" }, "startDate": { "text": "Aug 2007", "year": 2007, "month": "Aug" }, "schoolName": "KTH Royal Institute of Technology", "fieldOfStudy": "Biotechnology", "schoolLinkedinUrl": "<https://www.linkedin.com/company/4814/>" }, { "degree": "Bachelor of Science", "period": "Aug 2001 - May 2005", "skills": [ "Scientific Communications", "Cross-functional Team Leadership", "Professional Networking", "Presentation Skills", "Laboratory Skills", "Scientific Discussion", "Public Speaking", "Data Analysis", "Project Management" ], "endDate": { "text": "May 2005", "year": 2005, "month": "May" }, "startDate": { "text": "Aug 2001", "year": 2001, "month": "Aug" }, "schoolName": "Khulna University", "fieldOfStudy": "Biotechnology and Genetic Engineering", "schoolLinkedinUrl": "<https://www.linkedin.com/company/9537234/>" }, { "degree": "Associate of Science", "period": "2015 - 2018", "skills": [ "Cross-functional Team Leadership", "Professional Networking", "Presentation Skills", "Laboratory Skills", "Scientific Discussion", "Collaborative Problem Solving", "Public Speaking", "Data Analysis", "Project Management" ], "endDate": { "text": "2018", "year": 2018 }, "startDate": { "text": "2015", "year": 2015 }, "schoolName": "Los Angeles Pierce College", "fieldOfStudy": null, "schoolLinkedinUrl": "<https://www.linkedin.com/company/231552/>" } ], "firstName": "Towhid", "languages": [ { "name": "Bengali", "proficiency": "Native or bilingual proficiency" }, { "name": "English", "proficiency": "Full professional proficiency" }, { "name": "Hindi", "proficiency": "Limited working proficiency" } ], "topSkills": "Pharmacology • Patient Counseling", "experience": [ { "skills": [ "Scientific Liaison", "Cultural Awareness", "Resource Optimization", "Active Listening", "Certified Immunizer", "Interpersonal Communication", "Medication Dispensing", "Regulatory Compliance" ], "endDate": { "text": "Present" }, "duration": "1 yr 7 mos", "location": "Thousand Oaks, California, United States", "position": "Staff Pharmacist | Prescription Dispensing, Drug Utilization Review, Regulatory Compliance", "companyId": "4680", "startDate": { "text": "Jan 2024", "year": 2024, "month": "Jan" }, "companyName": "CVS Health", "description": "*Exceeded daily production targets by 15% in a high-demand pharmacy environment while ensuring timely service delivery to over 1000 patients each week without compromising quality or accuracy.\\n\\n* Managed multiple priorities simultaneously by implementing efficient workflow strategies that significantly reduced prescription processing time by 20%, enhancing overall patient satisfaction scores.\\n\\n* Conducted comprehensive drug utilization reviews utilizing AI-driven tools to identify potential safety concerns, leading to a 30% reduction in adverse drug interactions reported among patients.\\n\\n* Delivered expert patient counseling on medication usage and interactions for over 50 individuals weekly, improving adherence rates by approximately 25% through personalized education efforts.\\n\\n* Executed state and federal controlled substance dispensing audits with zero discrepancies found, ensuring strict compliance with regulatory standards while proactively preventing misuse or fraud.", "workplaceType": "On-site", "employmentType": "Full-time", "companyLinkedinUrl": "<https://www.linkedin.com/company/cvshealth/>", "companyUniversalName": "cvshealth" }, { "skills": [ "Healthcare System Knowledge", "Drug Utilization Review", "Cardiopulmonary Resuscitation (CPR)", "Project Management", "Medication Adherence", "Collaborative Problem Solving", "Scientific Communications", "Basic Life Support (BLS)", "Medical Terminology", "Drug Interactions", "Professional Networking", "Healthcare Compliance", "Drug Therapy Optimization", "Medication Safety" ], "endDate": { "text": "Dec 2023", "year": 2023, "month": "Dec" }, "duration": "1 yr 2 mos", "location": "Los Angeles, California, United States", "position": "Support Pharmacist | Patient Care Management, Medication Optimization, Healthcare Collaboration", "companyId": "4680", "startDate": { "text": "Nov 2022", "year": 2022, "month": "Nov" }, "companyName": "CVS Health", "description": "* Collaborated with over 30 diverse pharmacy teams across various locations to address unique demographic needs and overcome specific challenges in each community, enhancing service delivery by 25%.\\n\\n* Mentored pharmacy technicians and trained new staff members to promote teamwork and operational efficiency, reducing onboarding time by 40% through streamlined training processes.\\n\\n* Evaluated drug storage conditions and optimized handling procedures to maintain medication efficacy while ensuring colleague safety; achieved a compliance rate of 98% during inspections.\\n\\n* Assisted patients with insurance issues by providing affordable alternatives and encouraging adherence through proactive follow-ups; increased patient adherence rates by 20% over the year.", "workplaceType": "On-site", "employmentType": "Full-time", "companyLinkedinUrl": "<https://www.linkedin.com/company/cvshealth/>", "companyUniversalName": "cvshealth" }, { "skills": [ "Retail", "Patient Counseling", "OTC", "Immunization", "Medication Safety" ], "endDate": { "text": "Nov 2022", "year": 2022, "month": "Nov" }, "duration": "4 yrs 1 mo", "location": "Los Angeles, California, United States", "position": "Intern Pharmacist | Immunization Administration, Patient Counseling, Medication Safety", "companyId": "4680", "startDate": { "text": "Nov 2018", "year": 2018, "month": "Nov" }, "companyName": "CVS Health", "description": "* Administered over 1,500 immunizations during tenure, significantly enhancing community access to preventive healthcare services and contributing to improved public health outcomes in Los Angeles.\\n\\n* Conducted health screenings for more than 2,000 patients, providing tailored wellness advice that promoted lifestyle modifications such as smoking cessation and weight management for long-term health benefits.\\n\\n* Meticulously reviewed prescribers' information (USPI) and medication guides to identify potential drug safety concerns. Educated over 100 patients weekly on safe medication use practices and enhanced their understanding of treatment plans.\\n\\n* Delivered evidence-based recommendations on medication allergies and interactions that addressed patient-specific concerns, resulting in a notable reduction in adverse drug events within the community.\\n\\n* Collaborated with pharmacy teams to manage inventory effectively, ensuring accurate stock levels which minimized waste from expired medications by 30% during the internship period.\\n\\n* Organized medication adherence programs that included refill reminders for over 200 patients monthly, successfully resolving insurance-related access challenges that improved overall patient satisfaction.", "workplaceType": "On-site", "employmentType": "Part-time", "companyLinkedinUrl": "<https://www.linkedin.com/company/cvshealth/>", "companyUniversalName": "cvshealth" }, { "skills": [ "Retail", "Healthcare System Knowledge", "Customer Service", "Teamwork", "U.S. Health Insurance Portability and Accountability Act (HIPAA)", "Insurance Billing", "Time Management" ], "endDate": { "text": "Nov 2018", "year": 2018, "month": "Nov" }, "duration": "3 yrs 3 mos", "location": "Los Angeles, California, United States", "position": "Certified Pharmacy Technician | Prescription Dispensing, Inventory Management, HIPAA Compliance", "companyId": "4680", "startDate": { "text": "Sep 2015", "year": 2015, "month": "Sep" }, "companyName": "CVS Health", "description": "* Processed over 500 medication orders weekly by accurately labeling prescriptions and verifying dosage instructions, ensuring a 98% accuracy rate in medication dispensing and reducing patient wait times significantly.\\n\\n* Managed inventory levels by conducting regular checks and placing timely orders that resulted in a 30% reduction in expired products, thereby maintaining compliance with safety regulations and optimizing operational efficiency.\\n\\n* Conducted insurance verifications and claims processing for patients which streamlined prescription fulfillment processes, leading to a decrease in processing delays by 25% and enhancing patient satisfaction scores.\\n\\n* Ensured adherence to HIPAA regulations by safeguarding patient information during interactions and transactions, contributing to the pharmacy’s reputation for confidentiality and trustworthiness within the community.\\n\\n* Supported pharmacists in managing medication recalls effectively while performing quality control checks on medications to uphold safety standards for all patients served at the pharmacy.", "workplaceType": "On-site", "employmentType": "Part-time", "companyLinkedinUrl": "<https://www.linkedin.com/company/cvshealth/>", "companyUniversalName": "cvshealth" }, { "skills": [ "High-quality Actionable Insight", "Peer Relationships", "Healthcare System Knowledge", "Drug Utilization Review", "Clinical Research", "Data Analysis", "Project Management", "Research Proposals", "Collaborative Problem Solving", "Public Speaking", "Literature Reviews", "Scientific Discussion", "Research Skills", "Scientific Communications", "Presentation Skills", "Relationship Building", "Professional Networking", "Collaboration in Healthcare" ], "endDate": { "text": "May 2022", "year": 2022, "month": "May" }, "duration": "5 mos", "location": "California, United States", "position": "Intern Pharmacist | Health-Systems Ambulatory Care, Evidence-Based Therapy, Clinical Research", "startDate": { "text": "Jan 2022", "year": 2022, "month": "Jan" }, "companyName": "VA Greater Los Angeles Healthcare System", "description": "* Analyzed over 100 patients’ medical charts to identify high-risk individuals for cardiovascular diseases, significantly improving targeted therapy recommendations and enhancing patient outcomes in the cardiology department.\\n\\n* Organized and facilitated cardiology clinics that increased patient throughput by 30%, ensuring timely access to essential healthcare services for veterans while collaborating with a multidisciplinary team.\\n\\n* Completed a comprehensive project on ‘Essential and Evidence-based Cardiovascular Disease Medicine Availability in Low-Cost Generic Drug Plans’, culminating in a poster presentation that informed hospital policy on medication accessibility.", "workplaceType": "Hybrid", "employmentType": "Internship", "companyLinkedinUrl": "<https://www.linkedin.com/search/results/all/?keywords=VA+Greater+Los+Angeles+Healthcare+System>" }, { "skills": [ "High-quality Actionable Insight", "Peer Relationships", "Healthcare System Knowledge", "Drug Utilization Review", "Scientific Discussion", "Scientific Communications", "Presentation Skills", "Relationship Building", "Professional Networking" ], "endDate": { "text": "Dec 2021", "year": 2021, "month": "Dec" }, "duration": "2 mos", "location": "California, United States", "position": "Intern Pharmacist | Ambulatory Care, Patient Education, Disease Management", "companyId": "38115891", "startDate": { "text": "Nov 2021", "year": 2021, "month": "Nov" }, "companyName": "Harbor-UCLA Medical Center", "description": "* Implemented guideline-recommended drug therapy for diabetes and hyperlipidemia patients, positively impacting treatment adherence and health outcomes for a diverse patient population.\\n\\n* Conducted comprehensive patient interviews focused on disease management education, successfully enhancing patient understanding of their conditions and promoting healthier lifestyle choices.\\n\\n* Collaborated with healthcare teams to optimize medication regimens, ensuring safe and effective pharmacotherapy aligned with the latest clinical guidelines.\\n\\n* Documented patient interactions and outcomes meticulously, contributing to improved continuity of care and accurate health records for future reference.", "workplaceType": "Hybrid", "employmentType": "Internship", "companyLinkedinUrl": "<https://www.linkedin.com/company/38115891/>" }, { "skills": [ "High-quality Actionable Insight", "Peer Relationships", "Healthcare System Knowledge", "Collaborative Problem Solving", "Scientific Discussion", "Scientific Communications", "Presentation Skills", "Relationship Building", "Professional Networking" ], "endDate": { "text": "Nov 2021", "year": 2021, "month": "Nov" }, "duration": "3 mos", "location": "California, United States", "position": "Intern Pharmacist | General Medicine, Medication Management, Clinical Analysis", "companyId": "62210181", "startDate": { "text": "Sep 2021", "year": 2021, "month": "Sep" }, "companyName": "Olive View-UCLA Medical Center", "description": "* Participated in daily medical rounds with interdisciplinary teams, delivering medication recommendations that enhanced patient care strategies and improved overall treatment outcomes for diverse patient populations.\\n\\n* Analyzed over 100 patient medical records to identify critical red flags, leading to tailored treatment plans that significantly improved medication adherence and therapeutic effectiveness for patients in a hospital setting.\\n\\n* Collaborated with healthcare professionals to ensure accurate medication management, contributing to a streamlined process that reduced potential drug interactions and optimized patient safety during hospital stays.", "workplaceType": "On-site", "employmentType": "Internship", "companyLinkedinUrl": "<https://www.linkedin.com/company/62210181/>" }, { "skills": [ "Drug Utilization Review", "Collaborative Problem Solving", "Scientific Discussion", "Relationship Building" ], "endDate": { "text": "Sep 2021", "year": 2021, "month": "Sep" }, "duration": "2 mos", "location": "California, United States", "position": "Intern Pharmacist | Transitional Care, Medication Reconciliation, Guideline Directed Therapy", "companyId": "62210181", "startDate": { "text": "Aug 2021", "year": 2021, "month": "Aug" }, "companyName": "Olive View-UCLA Medical Center", "description": "* Participated in the admission and discharge medication reconciliation process for over 50 patients weekly, ensuring accurate medication lists to enhance patient safety and continuity of care.\\n\\n* Delivered comprehensive patient discharge counseling sessions that improved understanding of medication regimens, leading to a 30% reduction in post-discharge complications among patients.\\n\\n* Analyzed clinical data to provide evidence-based recommendations for Guideline Directed Medication Therapy, optimizing treatment plans for diverse patient populations.", "workplaceType": "On-site", "employmentType": "Internship", "companyLinkedinUrl": "<https://www.linkedin.com/company/62210181/>" }, { "skills": [ "Peer Relationships", "Healthcare System Knowledge", "Drug Utilization Review", "Public Speaking", "Scientific Discussion", "Scientific Communications", "Relationship Building" ], "endDate": { "text": "Aug 2021", "year": 2021, "month": "Aug" }, "duration": "3 mos", "location": "California, United States", "position": "Intern Pharmacist | Health-Systems Practice, Expired Medication Management, Financial Analysis", "companyId": "62210181", "startDate": { "text": "Jun 2021", "year": 2021, "month": "Jun" }, "companyName": "Olive View-UCLA Medical Center", "description": "* Analyzed hospital pharmacy operations to identify inefficiencies, contributing to a 15% improvement in workflow efficiency during the internship period through targeted recommendations for process enhancements.\\n\\n* Actively participated in the identification and handling of expired medications, successfully reducing potential financial losses by approximately $10,000 through improved inventory management practices.\\n\\n* Completed a comprehensive project on expired medication management that provided actionable insights to the management team, leading to the implementation of new protocols for medication oversight.", "workplaceType": "On-site", "employmentType": "Internship", "companyLinkedinUrl": "<https://www.linkedin.com/company/62210181/>" }, { "skills": [ "Product Marketing", "Customer Engagement", "Project Management", "Client Relations", "Public Speaking", "Scientific Communications", "Presentation Skills", "Relationship Building", "Drug Particle Size Analysis", "Pharmaceutical Industry Consultation", "Training Development", "Cross-Functional Collaboration" ], "endDate": { "text": "Apr 2013", "year": 2013, "month": "Apr" }, "duration": "1 yr 8 mos", "location": "Dhaka, Bangladesh", "position": "Application Scientist | Particle Size Analysis, Pharmaceutical Consultation, Training Development", "startDate": { "text": "Sep 2011", "year": 2011, "month": "Sep" }, "companyName": "Bio-Xin Pvt. Ltd.", "description": "* Delivered expert consultation to over 50 pharmaceutical clients on drug particle size analysis, significantly enhancing their understanding of its impact on drug efficacy and performance metrics.\\n\\n* Conducted 15+ training sessions and workshops tailored to client needs, improving the operational proficiency of advanced particle size analysis systems for metered-dose inhalers and nasal sprays.\\n\\n* Collaborated with global cross-functional teams, including pharmaceutical companies and equipment manufacturers, driving innovation that resulted in a 30% increase in product quality standards across projects.\\n\\n* Developed customized training materials that addressed specific client challenges, leading to a 25% improvement in client satisfaction ratings regarding product performance and usability.", "workplaceType": null, "employmentType": "Full-time", "companyLinkedinUrl": "<https://www.linkedin.com/search/results/all/?keywords=Bio-Xin+Pvt%2E+Ltd%2E>" } ], "influencer": false, "openToWork": false, "linkedinUrl": "<https://www.linkedin.com/in/towhid-rahman>", "moreProfiles": [ { "_fromStrapi": true, "id": "ACoAADLPJPwBkCGTsuAt6NQXwPJ6JJfpzm57ngg", "lastName": "Santos", "position": "PharmD Candidate 2026A at Western University of Health Sciences (Pomona, CA)", "firstName": "Meliton Nathaniel", "linkedinUrl": "<https://www.linkedin.com/in/meliton-nathaniel-santos-bb858b1b9>", "publicIdentifier": "meliton-nathaniel-santos-bb858b1b9" }, { "_fromStrapi": true, "id": "ACoAAC2r33QBz4r6f1fJVsFMMmNxC5OvzyfSMQk", "lastName": "Divdad", "firstName": "Parastou", "linkedinUrl": "<https://www.linkedin.com/in/parastou-divdad-130741194>", "publicIdentifier": "parastou-divdad-130741194" }, { "_fromStrapi": true, "id": "ACoAAEMCk1IBD77_jtz_15tL6DytjZYk6npFyJk", "lastName": "Cabrera", "firstName": "Danica", "linkedinUrl": "<https://www.linkedin.com/in/danica-cabrera07>", "publicIdentifier": "danica-cabrera07" }, { "_fromStrapi": true, "id": "ACoAAAQPJU8BLpBimqo7xv1VXFyF8lc6rIEfQP4", "lastName": "Beck", "firstName": "Jessica", "linkedinUrl": "<https://www.linkedin.com/in/jessica-beck-6939821a>", "publicIdentifier": "jessica-beck-6939821a" }, { "_fromStrapi": true, "id": "ACoAABXvxpQBxlwYItRelu-xBFwJ9dRacFbxgyA", "lastName": "Ss", "firstName": "Akhtar", "linkedinUrl": "<https://www.linkedin.com/in/akhtar-ss-5b0307a3>", "publicIdentifier": "akhtar-ss-5b0307a3" }, { "_fromStrapi": true, "id": "ACoAAFvBUeIBdNs41-pDunpU0osyJY7pxzNSjUo", "lastName": "Rios", "position": "--", "firstName": "Joseph", "linkedinUrl": "<https://www.linkedin.com/in/joseph-rios-25665a36b>", "publicIdentifier": "joseph-rios-25665a36b" }, { "_fromStrapi": true, "id": "ACoAACh1SjMB0xoAZI1qp9L5RLTl1Cwvu-EufYU", "lastName": "Huynh, PharmD", "position": "Medical Information/Medical Affairs Fellow at BridgeBio", "firstName": "Nancy", "linkedinUrl": "<https://www.linkedin.com/in/nhuynhh>", "publicIdentifier": "nhuynhh" }, { "_fromStrapi": true, "id": "ACoAAC7OFXIBzudKTqDYxiiX5CeaFclgy0k47eA", "lastName": "Deeb, PharmD, RPh", "firstName": "Nicolet", "linkedinUrl": "<https://www.linkedin.com/in/nicolet-deeb-pharmd-rph-756b9319a>", "publicIdentifier": "nicolet-deeb-pharmd-rph-756b9319a" }, { "_fromStrapi": true, "id": "ACoAAE_6LyUBVb29GH3VJGcuCkfsGOBKoHZhB8E", "lastName": "Castillo", "position": "Optometrist at Silver Strand Optometry", "firstName": "Kimberly", "linkedinUrl": "<https://www.linkedin.com/in/kimberly-castillo-485446315>", "publicIdentifier": "kimberly-castillo-485446315" }, { "_fromStrapi": true, "id": "ACoAACwhQKcBI10ya5Rb4Mx53Ik1M2cHNnbHCB0", "lastName": "Do, DVM", "position": "Veterinarian", "firstName": "Tram", "linkedinUrl": "<https://www.linkedin.com/in/tramdo95>", "publicIdentifier": "tramdo95" }, { "_fromStrapi": true, "id": "ACoAAC4Fhe0BDF09C6EjIC47ILVuLMlHOJjJV0Q", "lastName": "G.", "position": "Pharmacy Manager", "firstName": "Kimberly", "linkedinUrl": "<https://www.linkedin.com/in/kimberlyisabel>", "publicIdentifier": "kimberlyisabel" } ], "publications": [ { "link": "<https://www.acpjournals.org/doi/10.7326/M23-0287>", "title": "Evidence-Based Cardiovascular Disease Medicines' Availability in Low-Cost Generic Drug Programs in the United States: A Cross-Sectional Study", "publishedAt": "Annals of Internal Medicine · Sep 5, 2023" } ], "registeredAt": "2017-07-29T17:39:39.165Z", "volunteering": [ { "role": "Patient Screening Volunteer", "cause": "Health", "endDate": { "text": "Mar 2019 · 1 mo", "year": 2019, "month": "Mar" }, "duration": "Mar 2019 · 1 mo", "startDate": null, "organizationName": "Korean Student Association", "organizationLinkedinUrl": null }, { "role": "Immunizer", "cause": "Health", "endDate": { "text": "Mar 2019 · 1 mo", "year": 2019, "month": "Mar" }, "duration": "Mar 2019 · 1 mo", "startDate": null, "organizationName": "California Society of Health - 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Sign up for Apify account01
Creating an account is quick and free — no credit card required. Your account gives you access to more than 5,000 scrapers and APIs.
Get your Apify API token02
Go to settings in the Apify console and navigate to the “API & Integrations” tab. There, create a new token and save it for later.
Integrate LinkedIn search API03
Navigate to the LinkedIn search API page and click on the API dropdown menu in the top right corner. In the dropdown menu, you can see API clients, API endpoints, and more.
Get your LinkedIn search data via API04
Now, you can use the API and get the data you need from LinkedIn search.

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Get AI-ready LinkedIn search data via API
Connect to hundreds of apps right away using ready-made integrations, or set up your own with webhooks and our API.
No, LinkedIn does not provide an official public API for searching and extracting profile data at scale. This scraper provides a reliable alternative by accessing publicly available LinkedIn profile information through automated web scraping, allowing you to search and filter profiles by companies, job titles, locations, and other criteria without requiring official API access.
Yes, you can try the LinkedIn Profile Search Scraper for free using Apify's free tier, which includes $5 worth of platform credits monthly. This allows you to test the scraper's capabilities and extract sample LinkedIn profile data before committing to a paid plan. The scraper uses a pay-per-use model, so you only pay for the profiles you successfully extract.
The LinkedIn Profile Search Scraper extracts comprehensive profile data including profile IDs, names, headlines, job titles, company information, locations, experience history, education details, skills, certifications, publications, languages, connection counts, follower counts, profile photos, and when available through the "Full + email search" mode, validated email addresses with SMTP verification for lead generation and recruitment purposes.
Scraping publicly available LinkedIn profile data is generally legal, as this information is accessible without login requirements. However, you should comply with LinkedIn's terms of service, applicable data protection laws like GDPR, and use the extracted data responsibly. We recommend reviewing LinkedIn's robots.txt file and terms of service, and ensuring your use case aligns with data protection regulations in your jurisdiction.
Getting started is simple: 1) Sign up for an Apify account and receive $5 in free credits, 2) Configure your search parameters including target companies, job titles, locations, and other filters, 3) Choose between standard profile extraction or "Full + email search" mode for enhanced lead generation, 4) Run the scraper and monitor progress through the platform, 5) Export your results in CSV, JSON, or Excel format. The scraper can handle up to 2,500 profiles per query and includes rate limiting to ensure reliable performance.