Senior AI Software Engineer - Jaipur - Peak
- Peak
- 2 - 7 years
- Jaipur
- 3 years ago
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Job Description
Job description
Building an AI System at Peak involves:
- Understand and use computer science fundamentals, including data structures, algorithms, computability and complexity, and computer architecture
- Use exceptional mathematical skills, in order to perform computations and work with the algorithms involved in this type of programming
- Produce project outcomes and isolate the issues that need to be resolved, in order to make programs more effective
- Build data model pipelines and collaborate with data engineers
- Manage the infrastructure and data pipelines needed to bring code to production
- Demonstrate an end-to-end understanding of applications (including, but not limited to, the machine learning algorithms) being created
- Build algorithms based on statistical modeling procedures and build and maintain scalable machine learning solutions in production
- Use data modeling and evaluation strategy to find patterns and predict unseen instances
- Analyse large, complex datasets to extract insights and decide on the appropriate technique
- Research and implement best practices to improve the existing machine learning infrastructure
- Provide support to engineers and product managers in implementing machine learning in the product
- Testing, fault finding, and fixing.
- Creating technical specifications and test plans.
- Maintaining systems by monitoring and correcting software defects.
- Working closely with colleagues within the Engineering and Data Science teams in the UK and India, to analyse business problems, clarify requirements, define the scope, share knowledge, and collaborate.
- Consulting clients and colleagues concerning the maintenance and performance of software systems.
- Continually updating your technical knowledge and skills.
Personal skills We are on a big mission to be the number one AI System for businesses worldwide, as such we need someone who is:
- True team player - share success and work well across the business.
- In the know keeps up to date with the latest tech news, launches and product updates, market results and industry announcements.
- Deliver focussed delivers activity and results that are aligned to the Peak commercial plan values.
- Creative - able to create and deliver unique solutions.
- Customer-first puts the customer at the forefront of every activity to get the best result.
- Question the process - build team greatness by challenging the status quo and trying new things.
Believe in being great, not good.
Required Skills Peak uses a range of modern tech that requires a diverse skill set. A willingness to learn and a natural curiosity about tech is essential and some experience of the following would be great:
- Building and designing distributed ML systems for business intelligence reporting as well as transactional processing.
- In-depth understanding of AI model creation flow, AI model metrics
- Experience in applying machine learning algorithms and libraries like ScikitLearn, Tensorflow, Keras, Pytorch
- Microservices architecture - both designing and implementing.
- Ability to work with data payloads of various sizes (few bytes/high frequency to few gigabytes/low frequency)
- Knowledge of building APIs in Python
- Performance tuning of ML systems
- Experience working with agile methodologies.
- Good at managing customer colleague expectations and working towards achieving team deadlines and goals.
- Excellent teamwork with the ability to coach others.
- Interest in learning new technologies and the ability to pick these up quickly.
- A logical, analytical and creative approach to problem-solving.
Job Classification
Industry: Internet, EcommerceFunctional Area: IT Software - Application Programming, Maintenance,
Role Category: Programming & Design
Role: Programming & Design
Employement Type: Full time
Education
Under Graduation: Any Graduate in Any SpecializationPost Graduation: Post Graduation Not Required
Doctorate: Any Doctorate in Any Specialization, Doctorate Not Required
Contact Details:
Company: PeakLocation(s): Jaipur
Keyskills: Computer science business intelligence reporting Performance tuning Analytical Consulting Machine learning Agile Data structures Monitoring Python
Peak
About us:Lemon Peak specializes in interactive digital solutions from website design and development to mobile applications like iPhone, iPad, and Android. Our complete package includes design and development services that allows for higher customer conversion and interaction. O...
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