Data Scientist
DevRecruit Consulting Limited
Software & Data
Skills Required
Proven leadership ability Strong tactical skills. Excellent interpersonal skills. Keen attention to detail.Job Summary
A Data Scientist is a specialist responsible for analyzing and interpreting complex datasets to help organizations make better and more timely decisions. This role involves developing data models, running experiments, and creating algorithms to extract insights from data.
- Minimum Qualification : Degree
- Experience Level : Mid level
- Experience Length : 3 years
Job Description/Requirements
Responsibilities:
- Data Analysis: Develop and implement data models to solve business problems.
- Influence: Advocate for the use of data science at all levels. Align data science initiatives with the overall business and data strategy
- Innovation: Drive innovation and automation across the data science teams with metrics for benefit realization and sustainability.
- Data Collection and Cleaning: Responsible for collecting, cleaning, and preprocessing data to ensure high-quality data for analysis.
- Model Development and Evaluation: Develop and evaluate data models, ensuring they meet performance standards.
- Deployment and Monitoring: Deploy machine learning models into production and monitor their performance, adjusting as necessary.
- Collaboration: Work with data scientists, software engineers, and other stakeholders to design scalable, reliable machine learning systems.
- Monitoring and Automation: You will be responsible for monitoring software systems and automating tasks. You will automate repetitive tasks to reduce manual intervention and create dashboards for monitoring and management.
- You will be expected to design databases with the best practices to support varying application complexities.
- You will be expected to optimize databases, queries, etc, while working with diverse teams.
- Security and Compliance: Ensure machine learning systems are secure, apply security best practices, and monitor for vulnerabilities.
Requirements:
- University degree in computer science or “STEM” major (Science, Technology, Engineering, and Math) or related field.
- Minimum of 3 years of experience in data science and analytics.
- Experience with machine learning frameworks such as TensorFlow, PyTorch, or Scikit-learn.
- Proficiency in programming languages such as Python, R, or Java.
- Experience with cloud platforms such as AWS, Azure, or Google Cloud.
- Familiarity with data processing tools like Hadoop, Spark, or Kafka.
- Experience with version control systems like Git.
- Knowledge of software development practices and agile methodologies.
- Experience with automation tools Ansible, Puppet, CHEF, Terraform, etc
- Experience with ELK, Prometheus, Grafana, Kubernetes, CI/CD Platforms, e.g, Jenkins, etc
- Ability to set and manage priorities judiciously.
- Excellent written and oral communication skills.
- Ability to articulate ideas to both technical and non-technical audiences.
- Exceptionally self-motivated and directed.
- Superior analytical, evaluative, and problem-solving abilities.
- Exceptional service orientation.
- Ability to motivate in a team-oriented, collaborative environment.
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