Position:
- Data Scientist
Company:
- HiLabs
Location:
- Bangalore, Karnataka, India
Job Type:
- Full-time
Job Mode:
- On-site
Job Requisition ID:
- Not provided
Years of Experience:
- Not specified (but looks like a fresher entry level role - 0-3 years)
Company Description
- HiLabs is a trailblazer in developing AI-powered solutions for transforming healthcare data quality and improving patient outcomes.
- Specializes in cleaning and optimizing messy datasets to unlock hidden potential, driving efficiencies in healthcare transformation.
- A culture built on innovation, collaboration, and a relentless pursuit of excellence in the healthcare domain.
- Team comprises:
- Multidisciplinary leaders in AI/ML, healthcare, and data science.
- Alumni from globally renowned institutions like Harvard, Yale, Carnegie Mellon, Georgia Tech, IITs, and IIMs.
Profile Overview
- As a Data Scientist at HiLabs, you will:
- Work closely with stakeholders, product managers, and data engineers to address critical healthcare problems.
- Develop scalable machine learning solutions tailored to HiLabs' products and services.
- Be a key player in transforming healthcare by leveraging data science to solve real-world challenges.
- Innovate and refine AI/ML algorithms for practical applications in healthcare solutions.
- Lead data-driven decision-making by providing actionable insights from large datasets.
- Stay updated with the latest advancements in AI/ML, ensuring that HiLabs' solutions remain cutting-edge.
Responsibilities
Data Science and AI/ML Development
- Utilize advanced AI/ML techniques to identify and address complex healthcare challenges.
- Develop, deploy, and optimize machine learning solutions for massive datasets using big data technologies.
- Prototype AI algorithms and create software tools to enhance healthcare solutions.
- Improve and scale existing machine learning and deep learning solutions.
Data Analysis and Insights
- Conduct quantitative analysis across diverse datasets to derive meaningful insights.
- Collaborate with stakeholders to extract required data and provide insights aligned with business needs.
- Build and deploy additional functionalities tailored to client requirements.
Leadership and Mentorship (For Lead/Senior Roles)
- Lead teams of Data Scientists, developers, and clinicians to strategize AI-based solutions for healthcare problems.
- Train and mentor teams on the latest advancements in machine learning technologies.
Qualifications
Educational Background
- Bachelor’s or Master’s degree in Computer Science, Mathematics, Statistics, Physics, Electrical Engineering, or related fields.
- Preference for candidates from Tier-1 institutions.
Technical Expertise
- Proficiency in software development (Scala preferred).
- Hands-on experience or academic exposure to machine learning and text mining algorithms.
- Strong foundation in statistical techniques, linear algebra, and numerical optimization.
- In-depth understanding of ML theory, including bias-variance tradeoff, regularization, and loss functions.
Additional Skills
- Familiarity with A/B testing and machine learning best practices.
- Ability to communicate technical concepts effectively to non-technical audiences.
- Proven capability to frame operational problems in healthcare as technical challenges solvable through advanced research.
- Ability to independently learn and adopt new technologies and tools.
- Strong analytical and problem-solving skills.
Preferred Qualifications
- Experience with deep learning frameworks like TensorFlow, PyTorch, or Keras.
- Expertise in interpretability of deep learning models.
- Hands-on knowledge of big data platforms such as Hadoop and Spark.
- Familiarity with text mining techniques, including entity extraction, summarization, and anomaly detection.
- Exceptional software development skills for maintaining production-quality code.
Additional Info
HiLabs Total Rewards:
- Competitive salary aligned with industry standards.
- Accelerated incentive policies to reward exceptional performance.
- Comprehensive benefits package, including ESOPs.
- H1B sponsorship for eligible candidates.
- Financial support for professional development and certifications.
- Medical coverage for employees and their families.
- 401k plans and paid time off (PTO).
- Collaborative work environment with smart mentorship opportunities.
- Work alongside professionals from prestigious institutions and diverse expertise areas.
Opportunities for Growth:
- Work in a rapidly growing company with a strong trajectory.
- Contribute to impactful projects driving innovation in healthcare.
- Access cutting-edge technologies and tools to hone your technical expertise.
Work Culture:
- A dynamic and inclusive workplace that values creativity and innovation.
- Continuous learning environment with opportunities to engage with multidisciplinary experts.
- Encourages proactive problem-solving and fosters team collaboration.
Please click here to apply.
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