
AI Engineer
2 weeks ago
Islamabad, Pakistan | Posted on 08/15/2024
- Education Bachelor's or Master's degree in Computer Science, AI, Machine Learning, or a related field
- Experience 3+ years
- State/Province Federal Capital & AJK
- Country Pakistan
We're seeking a skilled AI Engineer to join our dynamic team, where you'll be at the forefront of developing groundbreaking artificial intelligence solutions. As part of our team, you'll leverage your broad expertise in machine learning, deep learning, and AI applications to create impactful solutions across various industries.
Key Responsibilities
- Model Implementation and Fine-Tuning: Implement and fine-tune pre-trained AI models to meet the specific needs of industries like healthcare, retail, and telecom.
- Cloud-Based AI Services: Utilize cloud-based AI services, particularly AWS Bedrock and Azure OpenAI, to streamline development and deployment.
- Model Optimization: Optimize AI models for performance, accuracy, and efficiency, ensuring they meet real-world requirements.
- Hallucination Reduction: Implement techniques to reduce AI hallucination and improve the overall reliability and trustworthiness of models.
- Vector Databases: Work with vector databases, particularly PostgreSQL with pgvector, to enable efficient similarity search and information retrieval in AI applications.
- Cross-Functional Collaboration: Collaborate effectively with cross-functional teams to seamlessly integrate AI capabilities into our products and services.
- Education: Bachelor's or Master's degree in Computer Science, AI, Machine Learning, or a related field.
- Experience: 3+ years of hands-on experience in AI/ML development.
- Programming Skills: Strong programming skills, especially in Python and relevant AI/ML frameworks like TensorFlow, PyTorch, or Keras.
- Cloud Experience: Experience with cloud-based AI services, particularly AWS Bedrock and Azure OpenAI.
- Vector Database Familiarity: Familiarity with vector databases and similarity search techniques.
- AI/ML Understanding: Solid understanding of various AI/ML algorithms and architectures.
- Data Skills: Experience in data preprocessing, feature engineering, and model evaluation.
- Soft Skills: Excellent problem-solving and communication skills.
Emumba offers an outstanding culture that focuses on learning opportunities, international exposure, and career growth.
Emumba offers the following to all its employees:
- Health and maternity coverage
- Flexible timings
- Option to work remotely
- Mentoring and grooming through a designated mentor
- 360-degree performance reviews
- Sponsored Certifications
- Accommodation for outstation employees
- EOBI
- Expert-led fitness training (subsidized)
- Sumptuous, home-cooked lunch (subsidized)
Emumba started in 2011 as a product company with two flagship products: Cricout (a social network around Cricket), and PatientsWithPower (a healthcare platform for cancer patients and treatment hospitals). Both products, though technically successful, were a business failure. Emumba made a pivot to the software services business in 2015 and has never looked back since then. Based out of Islamabad, the company now has 150 people with world class customers.
Emumba works in 4 verticals:
- Frontend, dashboards, and visualizations
- Backend and data engineering
- Devops and cloud infrastructure
- Ultra low latency software
Majority of the customers are based out of the United States, while a few others are in the UK. Some of the popular names include Microsoft, Salesforce, Twitch (an Amazon company), Saudi Business Machine (IBM in KSA), A10 Networks (a US public enterprise networking company), Aera Technologies, Extreme Network, Aviatrix, and many more.
Emumba's outstanding leadership team, composed of Silicon Valley veterans and seasoned engineering leaders, has been able to build a great culture around the principles of freedom, responsibility, and a relentless pursuit of excellence.
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