[Remote] Developer - Machine Learning

Note: The job is a remote job and is open to candidates in USA. iHorizons is seeking a Developer specializing in Machine Learning to manage the end-to-end data science cycle. The role involves designing, training, implementing, and monitoring machine learning models, as well as collaborating with cross-functional teams to optimize business outcomes through data-driven insights.

Responsibilities

• Develop and implement advanced predictive models to forecast key business metrics such as sales, customer churn, or product demand
• Utilize predictive modeling to optimize customer experiences and other business outcomes
• Execute machine learning models, algorithms, and statistical techniques to analyze historical data and ensure scalability and efficiency
• Develop and use advanced software programs, algorithms, and query techniques to cleanse, integrate, and evaluate datasets for model inputs
• Analyze large and complex datasets to extract actionable insights and identify trends and patterns that can drive business decisions
• Identify manual human processes, understand user behaviors, and analyze use cases that can be augmented or automated
• Deploy models into production environments and monitor their performance over time
• Apply statistical, mathematical, and predictive modeling techniques to build, maintain, and improve real-time decision systems
• Interpret results, develop insights within the business context, and provide guidance on risks and limitations
• Write the code as per agreed software design rules to keep it aligned with the rest of the code base
• Code the final implementation that the generated code is referring to
• Follow company software data protection and security guidelines in developing software
• Accurately estimate the time needed to complete an assigned task
• Identify possible causes of issues or problems
• Think through and recommend solutions when raising issues around code, requirements, etc
• Write technical design documentation that fully defines all application code
• Maintain detailed knowledge of iHorizons products and services
• Understand the business impact for labs outcomes
• Stay updated on the latest research, learn new applications, tools, and technologies in the fields of data science and machine learning through intensive and focused effort
• Collaborate with technical and non-technical business partners to develop analytical dashboards describing ML algorithm findings to stakeholders
• Collaborate with other teams to perform code reviews and oversee proper deployment for new releases
• Actively mentor and support mid-level and junior developers in their professional growth
• Provide guidance on best practices in machine learning, code reviews, and project design
• Foster an inclusive and collaborative environment that encourages continuous learning and development within the team
• Oversee interactions with vendors and third-party service providers, including collaborating on the design and implementation of technical architectures, and acting as a point of contact for resolving technical issues
• Maintain clear communication with internal stakeholders regarding vendor-related activities, updates, and issues to facilitate smooth collaboration and decision-making processes

Skills

• Bachelor's degree in data science, statistics, and computer science is a MUST
• Google Cloud - Professional Machine Learning Engineer Certificate
• Google AgentSpace implementation experience
• 3-4+ Years of experience in data science or machine learning
• Must have strong experience in at least one of the following areas: Vision models, NLP models (Experience in Arabic NLP is a huge plus)
• Proficient in python, TensorFlow, keras and pytorch
• Good experience in: SQL and non-relational databases, Data analytics reports generation, ML model development deployment

Company Overview

• Enterprise IT solutions in Qatar and MENA, Arabic search and NLP, and social analytics It was founded in 1996, and is headquartered in Doha, Ad Dawhah, QAT, with a workforce of 201-500 employees. Its website is http://www.ihorizons.com.

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