Algorithm Engineer 2

Hyland

  • Kolkata, West Bengal
  • Permanent
  • Full-time
  • 23 days ago
Overview Job Description Hyland Software is widely known as a great company to work for and a great company to do business with. Being a leader in providing software solution for managing content, processes and cases for organizations across the globe we enabled more than 20,000 organizations to digitalize their workplaces and transform their operations. Currently we are looking for a Algorithm Engineer 2 The Algorithm Engineer is responsible for the design evaluation and implementation of complex algorithms for product development. What You Will Be Doing Developing software using machine learning models for generative AI. Implementing AI Platform, using algorithms and hosting models. Optimizing AI performance. Work with product management program management and/or application engineering to understand product requirement Develop and document more routine algorithm ideas Design implement and evaluate routine algorithms for product development Assist with creating cost effective scalable systems and develop innovative algorithm solutions Research algorithm improvements for speed and/or accuracy and implement into product design Test and assists in the verification and validation process Work with development teams to integrate algorithms into final release of software What Will Make You Successful Graduate degrees in Computer Science, Mathematics, Electrical Engineering, or Physics 3 or more years of experience in developing analysis algorithms, demonstrating creativity and ability to translate algorithm ideas into production quality code Experience with full software test and release process, including some issue tracking system and some source control system Able to thrive in a fast paced, deadline driven environment Good collaboration skills, applied successfully within team as well as with other areas Driven to learn and stay current professionally Specialization desired in one or more of segmentation, machine learning, mesh algorithms, GPGPU Experience with code optimization and impact of algorithm variation on performance Good communication skills, can explain algorithms well Good working knowledge of multiple coding languages Knowledge of data structures, algorithms and design patterns Highly organized and experienced at successfully multi-tasking Self-motivated with the ability to manage projects to completion with minimal oversight Up to 5% travel time required Or an equivalent combination of education and experience sufficient to successfully perform the principal duties of the job Must have: Proficiency in Python Experience using AWS Experience with generative AI and open-source models. Strong understanding of machine learning algorithms, embeddings, LLMs Continuous Learning: Staying updated with the latest AI trends, advancements, techniques, and best practices Expected Skill Level: at least 2 years relevant experience. Should have: Experience with Mlflow, Metaflow Experience with Terraform Nice to have: Experience with Prompt-Engineering Snowflake / Vector Databases Soft skills Analytics: Developing machine learning models and algorithms, analyzing data patterns, and ensuring model accuracy Preprocessing and analyzing data for training models. Building data pipelines. Ensuring data quality and integrity. Benchmarking AI models and platform functionalities. Dev/ML-OPS Setting up and maintaining the infrastructure for AI/ML workflow and model deployment. Automating deployment processes. Implement load balancing/caching mechanisms. Monitoring system performance and ensuring reliability. Integration & Security Data Management & automation: Handling, storing, cleaning, preprocessing, and augmenting data for AI Documenting AI models comprehensively for compliance with industry standards and regulations. Integrating AI systems with existing software and hardware infrastructure securely. Managing security for AI solutions, especially access control to training data using services like AWS Identity and Access Management (IAM) Hyland's Offering We're proud of our culture and take employee engagement seriously. By listening to employees' feedback, we're able to provide meaningful benefits and programs to our workforce. Learning & Development - development budget (used for certifications, conferences ect.), tuition assistance program, 4,000+ self-paced online courses, instructor-led webinars, mentorship programs, structured on-boarding experience full of trainings, dedicated Learning & Development department supporting our employees R&D focus - cutting edge technologies, constant modernization efforts, dynamic and innovative environment, dedicated R&D Education Services department to help you grow Work-life balance culture - flexible work environment and working hours (we are working in task-based system!), possibility to work from home, we value trust and we believe efficiency does not depend on your actual location, however we would like to spend time together in the office! Well-being - private medical healthcare, life insurance, gym reimbursement, psychologist & dietician consultation, wellness manager care, constant wellbeing programs Community Engagement - Volunteer time off (12h/year), Hylanders for Hylanders relief found, Mission fit giving, Dolars-for-doers matching gift programs Diversity & Inclusion - employee resource groups, inclusion benefits and policies Niceties & Events - quarterly profit sharing, culture & outings budgets, snacks and beverages, employee referral program, Christmas, birthday, baby gifts, constant incentives and employee programs If you would like to join the company where honesty, integrity and fairness lie in the bottom of values, where people are truly passionate about technology and dedicated to their work - connect with us! We are committed to a policy of Equal Employment Opportunity and will not discriminate against an applicant or employee on the basis of race, color, religion, creed, national origin or ancestry, sex, age, physical or mental disability, veteran or military status, genetic information, sexual orientation, marital status, or any other legally recognized protected basis under federal, state or local laws, regulations or ordinances. The information collected by this application is solely to determine suitability for employment, verify identity and maintain employment statistics on applicants.

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