Job Location: Bengaluru, Karnataka, India
Hiring for Permanent position for our client.
Position: Data Scientist
Location – 4th Sector HSR Layout, Bangalore
Work from Office
Experience: Minimum 3yrs of relevant exp.
Responsibilities:
– Lead problem definition/refining, solutioning and implementation of scalable AI/ML solutions in production
– Lead data collection, data cleaning/preparation, data correctness/completeness/freshness, exploratory data analysis (EDA), feature engineering, etc
– Extract data from varied available data sources without depending on data engineering team
– Create POCs to test hypothesis. Identify explorations that are likely to fail earlier on in the development cycle (EDA/POC phase). Help develop a fast culture in the team.
– Create AI/ML models, iteratively improve them, ensure they meet throughput and latency requirements along with accuracy constraints
– Lead ensuring hygiene of AI/ML solves post production – periodic retraining, model health monitoring, data health monitoring, alerting/monitoring, etc
– Establish AI/ML model evaluation metrics, link with suitable business metrics. Co-own the business metrics and drive improvement in desired direction.
– Contribute to IP creation through innovation wherever possible
– Collaborate with industry experts as necessary on niche problems as needed
– Mentor junior machine learning engineers in the team
– Keep up with latest developments/evolutions in AI/ML techniques in chosen problem areas
– Lead product roadmap and planning along with product managers and other stakeholders and drive business impact
– Lead development/enhancement of necessary tooling to improve efficiency of execution, debugging, testing, etc of AI/ML solutions
– Write detailed and easy to understand documentation on deployed models, experiments – failed or successful
Required:
– Startup mindset to experiment, fail fast and learn rapidly.
– Data orientation, excellent data analysis skills
– Very good at problem solving
– 5-7+ years of expertise in developing AI/ML solutions and deploying solves at large scale and optimizing further and driving positive business impact
– Good experience working with data technologies (eg SQL, Spark, Hive, Map-Reduce, Scala, etc); streaming technologies (Kafka, Apache Flink / Spark Streaming or any other similar tools
– Strong experience and deep understanding of various AI/ML techniques – supervised learning, unsupervised learning, deep learning and NLP.
– Very good understanding of machine learning frameworks – Keras, Scikit learn, tensorflow, etc
– Strong experience with Python
– Good understanding of math required for AI/ML
– Experience with AWS or GCP Machine learning platform
Kindly Whatsapp your Resume on 8660936062 (Geetha) or Email me on geetha.t@ytscompany.com before calling.
You can apply directly on LinkedIn as well.
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