Ai/ml Freshers
7 days ago
**AI/ML (Artificial Intelligence/Machine Learning)**
**DEPARTMENT MISSION**
To advance the organization by developing algorithms to build models that uncover connections and make better decisions without human intervention.
**ROLE**
Experimentation is at the core of what you do.
**AUTHORITY**
Develop AI modules and assist the department head and team
Find and implement new technologies.
**RESPONSIBILITY**
- Architect, build, maintain, and improve new and existing suite of algorithms and their underlying systems,
- Implement end-to-end solutions for batch and real-time algorithms along with requisite tooling around monitoring, logging, automated testing, performance testing, and A/B testing,
- Utilize your entrepreneurial spirit to identify new opportunities to optimize business processes and improve consumer experiences, and prototype solutions to demonstrate value with a crawl, walk, run mindset,
- Work closely with data scientists and analysts to create and deploy new product features,
- Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
- Write efficient and well-organized software to ship products in an iterative, continual-release environment,
- Contribute to and promote good software engineering practices across the team,
- Knowledge sharing with the team to adopt best practices,
- Actively contribute to and re-use community best practices.
**REQUIREMENTS**
- University or advanced degree in engineering, computer science, mathematics, or a related field,
- Fresher developing and deploying machine learning systems into production,
- Strong experience working with a variety of relational SQL and NoSQL databases,
- Strong experience working with big data tools: Hadoop, Spark, Kafka, etc.
- Experience with at least one cloud provider solution (AWS, GCP, Azure),
- Strong experience with object-oriented/object function scripting languages: Python, Java, C++, Scala, etc,
- Ability to work in a Linux environment,
- Industry experience building innovative end-to-end Machine Learning systems,
- Ability to quickly prototype ideas and solve complex problems by adapting creative approaches,
- Experience working with distributed systems, service-oriented architectures and designing APIs,
- Strong knowledge of data pipeline and workflow management tools,
- Expertise in standard software engineering methodology, e.g. unit testing, test automation, continuous integration, code reviews, design documentation,
- Relevant working experience with Docker and Kubernetes is a big plus.
- Experience in building AI/ML models and in using Python (Scikit-learn, TensorFlow/ Pytorch) and SQL (or equivalent).
- Experience with Hadoop, Spark is an advantage
- Deep Knowledge of classical AI algorithms and Deep Learning techniques is a must.
- Excellent understanding of machine learning techniques and algorithms, such AS K-nn, naive bayes, SVM, decision forests, etc.
- Experience with common data science toolkits, such as R, Weka, NUMPY, MATLAB, etc excellence in at least one of these is highly desirable
- Experience with data visualization tools, such as d3.JS, GGPLOT, ETC.
- Proficiency in using query languages such as SQL, HIVE, PIG
- Working Knowledge of Tensorflow, PyTorch or similar other machine learning frameworks
- Experience working on public cloud environments (AWS, Azure, GCP)
**Job Types**: Full-time, Regular / Permanent
**Salary**: ₹12,000.00 - ₹15,000.00 per month
**Benefits**:
- Flexible schedule
- Health insurance
- Internet reimbursement
Schedule:
- Day shift
- Evening shift
- Rotational shift
Supplemental pay types:
- Commission pay
- Overtime pay
- Performance bonus
- Shift allowance
- Yearly bonus
Ability to commute/relocate:
- 4th Floor ,City Scape, South Kalamassery, Kochi, Kerala: Reliably commute or planning to relocate before starting work (required)
**Experience**:
- total work: 1 year (preferred)
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