Software Engineer (ML Platform)
Job Description
Velotio Technologiesย is a product engineering company working with innovative startups and enterprises. We are a certified Great Place to Workยฎ and recognized as one of the best companies to work for in India. We have provided full-stack product development for 110+ startups across the globe building products in the cloud-native, data engineering, B2B SaaS, IoT & Machine Learning space. Our team of 400+ elite software engineers solves hard technical problems while transforming customer ideas into successful products.
- Design, develop, and launch strategic machine learning solutions, driving business-wide innovation utilising AI and analytical techniques at scale.
- Take full ownership of the end-to-end software development life cycle, encompassing design, testing, deployment, and operations, engage in technical discussions and strategy, and participate hands-on in design reviews, code reviews, and implementation.
- Craft high-performance, production-ready machine learning code for our next-generation real-time ML platform. Extend existing ML libraries and frameworks.
- Working closely with other engineers and scientists, develop solutions to accelerate model development, validation, and experimentation cycles, and integrate models and algorithms in production systems at a very large scale.
- Uphold the highest standards of technical rigor in engineering and operational excellence, build highly resilient and scalable systems, and champion operational and process improvements.
Qualification: - Degree in mathematics/computer science or related discipline.
- 3+ years of experience in the complete software development lifecycle including design, coding, code reviews, testing, build processes, deployments, and operations.
- 3+ years of experience in programming, with proficiency in at least one programming language, preferably Python or Java.
- Experience developing large-scale distributed systems preferably on cloud platforms (e.g., AWS, Azure, Google Cloud).
- MS or PhD in Computer Science or equivalent experience in ML.
- Experience working with distributed data and ML technologies (e.g. MapReduce, Spark, Flink, Kafka, PySpark, SageMaker, etc.
- Experience dealing with real-world large-scale datasets.
- Prior experience delivering end-to-end ML solutions, including data preparation, training, fine-tuning, and deployment of large models.
Our Culture :
- We have an autonomous and empowered work culture encouraging individuals to take ownership and grow quickly.
- Flat hierarchy with fast decision making and a startup-oriented โget things doneโ culture.
- A strong, fun & positive environment with regular celebrations of our success. We pride ourselves in creating an inclusive, diverse & authentic environment.
We want to hire smart, curious and ambitious folks so please reach out even if you do not have all of the requisite experience. We are looking for engineers with the potential to grow!
At Velotio, we embrace diversity. Inclusion is a priority for us, and we are eager to foster an environment where everyone feels valued. We welcome applications regardless of ethnicity or cultural background, age, gender, nationality, religion, disability or sexual orientation.
Date Posted
08/22/2024
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