MNK Infotech · 2 days ago
Machine Learning Architect
Wonder how qualified you are to the job?
Insider Connection @MNK Infotech
Responsibilities
Design and develop scalable and robust AI solutions in collaboration with internal IT teams and AI vendors.
Create and maintain architecture blueprints aligned with business objectives and technical requirements.
Evaluate and recommend AI technologies and frameworks to meet project needs.
Lead the integration of AI solutions with existing systems and platforms.
Ensure seamless interoperability between AI solutions and enterprise systems.
Support test strategies and ensure reliability of outcomes.
Monitor and resolve technical issues throughout the project lifecycle.
Work closely with internal IT teams, data scientists, and AI vendor partners.
Communicate project risks to the program manager.
Foster a collaborative and innovative environment within the technical teams.
Qualification
Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.
Required
Extensive experience in software development and architecture, with a focus on AI and machine learning.
Proven experience in designing and implementing large-scale AI solutions.
Experience in system integration.
Strong understanding of Data Science tools and technologies, hands-on experience (at least 8 Years) in applying appropriate techniques to build advanced Machine-Learning models, including handling of all pre- and post-modeling deliverables.
Very strong hands-on working knowledge of Python and SQL.
Expert with Machine Learning methods like Boosting algorithms, Decision trees (CART, Random Forest etc.), Support Vector Machines (SVM), Naïve Bayes, KNN, and unsupervised learning techniques like PCA, Clustering.
Highly skilled in ML Ops principles, including code versioning (using Git), monitoring, re-training, deployment, CI/CD and ensuring seamless integration of machine learning models into production environments.
Should have worked across both structured and unstructured data (text) leveraging classification, regression, unsupervised, NLP and other techniques.
Performed assignments that involved providing analyses and insights directly to client stakeholders, proposed ideas for building strong internal/external analytics processes; performed analytics opportunity identification, roadmap development, technology, requirements analysis.
Experience in working with Service-oriented Architectures, APIs and in deploying services into containerized orchestration environments such as Kubernetes.
Experience in engaging with Platforms/Product-centric Agile Development processes.
Preferred
Experience or familiarity with healthcare industry practices, particularly in payor operations, is highly preferred.
Company
MNK Infotech
MNK InfoTech provides software development and IT consulting services.
H1B Sponsorship
MNK Infotech has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Trends of Total Sponsorships
2023 (2)
2022 (3)
2021 (9)
2020 (3)
Funding
Current Stage
Early StageCompany data provided by crunchbase