Senior Machine Learning Engineer (Production & MLOps Focus)

system engineer

Business Unit Head Medical Device

EUC Consultant M365

Senior Quality Specialist, LIMS Administration

Consulting Azure Cloud Engineer

Responsibilities: <ul><li>Design, deploy, and maintain production-ready ML models and pipelines for real-world applications.&nbsp;</li><li>Build and scale ML pipelines using Vertex AI Pipelines, Kubeflow, Airflow, and manage infra-as-code with Terraform/Helm.&nbsp;</li><li>Implement automated retraining, drift detection, and re-deployment of ML models.&nbsp;</li><li>Develop CI/CD workflows (GitHub Actions, GitLab CI, Jenkins) tailored for ML.&nbsp;</li><li>Implement model monitoring, observability, and alerting across accuracy, latency, and cost.&nbsp;</li><li>Integrate and manage feature stores, knowledge graphs, and vector databases for advanced ML/RAG use cases.&nbsp;</li><li>Ensure pipelines are secure, compliant, and cost-optimized.&nbsp;&nbsp;</li><li>Drive adoption of MLOps best practices: develop and maintain workflows to ensure reproducibility, versioning, lineage tracking, governance .&nbsp;</li><li>Mentor junior engineers and contribute to long-term ML platform architecture design and technical roadmap.&nbsp;</li><li>Stay current with the latest ML research and apply new tools pragmatically to production systems.&nbsp;</li><li>Collaborate with product managers, DS, and engineers to translate business problems into reliable ML systems.&nbsp;</li></ul> Requirements: <ul><li>Bachelor’s or Master’s degree in Computer Science, Engineering, Mathematics, or related field (PhD is a plus).&nbsp;</li><li>5+ years of experience in machine learning engineering, MLOps, or large-scale AI/DS systems.&nbsp;</li><li>Strong foundations in data structures, algorithms, and distributed systems.&nbsp;</li><li>Proficient in Python (scikit-learn, PyTorch, TensorFlow, XGBoost, etc.) and SQL.&nbsp;</li><li>Hands-on experience building and deploying ML models at scale in cloud environments (GCP Vertex AI, AWS SageMaker, Azure ML).&nbsp;</li><li>Experience with containerization (Docker, Kubernetes) and orchestration (Airflow, TFX, Kubeflow).&nbsp;</li><li>Familiarity with CI/CD pipelines, infrastructure-as-code (Terraform/Helm), and configuration management.&nbsp;</li><li>Experience with big data and streaming technologies (Spark, Flink, Kafka, Hive, Hadoop).&nbsp;</li><li>Practical exposure to model observability tools (Prometheus, Grafana, EvidentlyAI) and governance (WatsonX)&nbsp;</li><li>Strong understanding of statistical methods, ML algorithms, and deep learning architectures.&nbsp;</li></ul>

Responsibilities: <ul><li>Provide application L1/L2 support and system checks (CPU, disk usage, logs, services)</li><li>Troubleshoot and resolve system and application issues, and provide on-site technical support to ensure timely resolution and minimal disruption to business operations</li><li>Monitor application health and system alerts, escalating issues as needed</li><li>Log incidents and service requests in the ticketing system, ensuring timely resolution</li><li>Coordinate with L3 teams and vendors for issue escalation and follow-up</li><li>Perform routine maintenance tasks, such as application updates, patching, and backups</li><li>Maintain clear documentation of issues, fixes, and procedures</li><li>Participate in system testing, deployment, and post-deployment support activities</li><li>Assist in user access management and configuration </li><li>Requirements:</li><li>Diploma/Degree in Electrical Engineering, Computer Science, Communications Engineering or equivalent</li><li>Minimum 2 years in application maintenance, support or server infrastructure setup</li><li>Experience participating in Kubernetes cluster projects, with proficiency in using relevant commands to check application logs</li><li>Experience with at least two of the following Virtualization Technology/Platforms: VMware, Xen, KVM, OpenStack, Cloud Stack, Azure Stack</li><li>Experience with cloud orchestration, configuration management and auto-scaling techniques</li><li>Thorough knowledge of networking, routers, switches, and WiFi setup</li><li>Hands on experience in deploying ceph using different file system such as object storage, rbd, cephfs storage</li><li>Good knowledge of storage technologies, such as NAS, SAN, SDS</li><li>Experience with automation tools such as Salt/Chef/Puppet/Ansible</li><li>Experience with load balancing setup for TCP/IP, HTTP, DNS, routings.</li><li>Experience in using software version control</li><li>Knowledge of IT security standards, for instance from CIS or IM8.</li><li>Experience in IT security policy management and enforcing IT security</li><li>Knowledge of computer hardware components and ability to restore faulty servers to working condition.</li><li>Experience in coding or scripting languages such as bash, windows batch script, powershell, perl, python, etc.&nbsp;</li></ul>

Responsibilities: Sales Management (35%): <ul><li>Ensure that the team achieves maximal sales and market share by meeting or exceeding standards in each customer segment</li><li>Recruit and secure suitable trading partners to drive business expansion. Design suitable incentive models for the trading partners in collaboration with Finance Manager</li><li>Participate in developing territory sales targets and resource allocation</li><li>Determine the sales team configuration to maximize territory sales targets and potential</li><li>Conduct routine field visits to understand customer needs and market dynamics to share during business meetings</li><li>Build strong business partnership towards our company’s product portfolio with key opinion leaders and develop new product advocates</li><li>Territory Management and optimize effectiveness and efficiency of sales team</li><li>Ensure effective execution customer targeting with reference to marketing reach and frequency plan</li><li>Regularly analyse team performance qualitatively &amp; quantitatively against KPIs, identify improvement areas to drive corrective actions and provide coaching to improve performance.</li></ul> Marketing Planning and Implementation (35%): <ul><li>Strategic planning and leadership to drive brand performance in ensuring successful market penetration (Pre launch preparedness and go to market strategies)</li><li>Develop programs to maximize field selling efforts such as sample strategy, sales meetings, and all sales force related marketing activities.</li><li>Development of the annual brand business and budget plan, strategy &amp; objectives</li><li>Develop and plan resource allocation effectively to address changing market dynamic and competitions</li><li>Create and enhance relationships, internal and external, that contribute towards establishing the brand (key customers, thought leaders, associations and industry players) and implement establish KOL strategy</li><li>Manage brand budget efficiently</li><li>Timely development of promotional program/ materials that enables effective delivery of marketing messages</li></ul> New portfolio exploration (30%): <ul><li>Conduct market insights for new product (market data analysis, gather insights from HCPs)</li><li>Develop patient flow and product forecast based on the portfolio analysed</li><li>Build business case for the new portfolio encompassing the devices and diagnostic range</li></ul> Requirements: <ul><li>Bachelor’s Degree in Science. Proficient in English.&nbsp;</li><li>Minimum 2 to 4 years of relevant experience in marketing and sales.</li><li>Has experience working as marketer in medical devices MNC companies.</li><li>Has knowledge in these key healthcare channels: GP, private hospital, public hospital</li><li>Customer focused with strong interpersonal skills and able to illustrate agility to work and manage cross-functional teams.</li><li>Able to demonstrate new pilots in the areas of digital and analytics</li><li>Detail oriented and having the ability to actively listen.</li><li>Solid communication skills including presentation, verbal and written abilities. Shortlisted candidates are required to do a business case project.</li><li>Strategically focused, results oriented with strong problem-solving skills</li></ul>

Responsibilities: <ul><li>Setup and Configuration. Deploy and configure M365 services, including Teams, Exchange Online, Windows 10/11 Deployment and Intune.</li><li>Implement security and compliance policies to ensure data classification and compliance.</li><li>Conduct Proof of Concept (POC), new product evaluations and fitment.</li><li>Configure and manage user accounts, licenses, and permissions.</li></ul> Management and Operation: <ul><li>Monitor and maintain the health and performance of M365 services.</li><li>Troubleshoot and resolve issues related to M365 services and applications.</li><li>Perform regular updates and maintenance to ensure optimal performance and security.</li></ul> Collaboration and Support: <ul><li>Work closely with other IT teams to integrate M365 services with existing systems and applications.</li><li>Provide technical support and guidance to end-users and other IT staff.</li><li>Conduct training sessions and create documentation to help users effectively utilize M365 services.</li></ul> Continuous Improvement: <ul><li>Stay up-to-date with the latest M365 features, updates, and best practices.</li><li>Identify opportunities for process improvements and automation to enhance efficiency and productivity</li><li>Participate in the planning and lead execution of M365-related projects and initiatives.</li></ul> Requirements: Additional Requirement details - Microsoft 365 Certified: <ul><li>Enterprise Administrator Expert or other relevant certifications.</li><li>roven experience in setting up, configuring, managing, and operating M365 tenant and workloads.</li><li>Strong knowledge of Microsoft 365 services, including Teams, Exchange Online, Windows 10/11 Deployment and Intune.</li><li>Experience with PowerShell scripting for automation and management tasks.</li><li>Experience with hybrid M365 environments and integration with on-premises systems.</li><li>Familiarity with security and compliance features in M365, such as Data Loss Prevention (DLP), Conditional Access, and Multi-Factor Authentication (MFA).</li><li>Knowledge of Azure Active Directory and related identity management solutions.</li><li>Excellent problem-solving and troubleshooting skills.</li><li>Strong communication and interpersonal skills.</li><li>Ability to work independently and as part of a team.</li></ul> Educational Qualification: <ul><li>Bachelor’s Degree in Computer Science, Information Technology or related field</li></ul> Experience: <ul><li>Minimum 5 to 6 years in EUC environment.</li><li>2 to 3 years of experience with skilled and experienced M365 Engineer and responsible for setting up, configuring, managing, and operating our M365 tenant and workloads. This role requires a deep understanding of Microsoft 365 services.</li></ul>

Responsibilities: Data Entry &amp; Maintenance <ul><li>Prepares crystal reports</li><li>Creates or approves static data entries</li><li>Adds/modifies calculations, workflows, and schemas as necessary</li></ul> Configuration/Customization <ul><li>Codes LIMS system to customize software platform</li><li>Integrates and customizes software with laboratory instrumentation</li><li>Responsible for instrument integration</li><li>Builds Crystal Reports</li><li>Assess change controls as they pertain to LIMS requirements.</li><li>Builds/Configure Electronic Laboratory Notebooks</li></ul> New Phases <ul><li>Participate in cross-site implementation of new LIMS features and enhancements</li><li>Coordinates roll-out of additional LIMS phases</li><li>Assists in Project Planning and Budget Spending</li></ul> Audit&nbsp; <ul><li>Performs periodic audits on the system, collates and presents the results of the audit to senior management, as required</li></ul> Training&nbsp; <ul><li>Develop training modules and provide user training as necessary</li></ul> End-User Satisfaction&nbsp; <ul><li>Interact with laboratory personnel to ensure necessary developments are present and functioning, as necessary</li></ul> Collaboration&nbsp; <ul><li>Interface with IT department on global LIMS issues</li></ul> Safety <ul><li>Follows EH&amp;S procedures to ensure a safe work environment</li></ul> Other <ul><li>Performs other LIMS-related responsibilities as required by management</li></ul> Requirements: Qualifications&nbsp;Education &amp; Experience <ul><li>Bachelor’s degree in life science, physical science, or technology field with 5+ years’ laboratory experience performing development functions for a GMP laboratory</li><li>3+ years’ experience within software development</li><li>Worked within a regulated environment (Pharmaceuticals, Medical Devices, Biotech or other regulated field)</li></ul> Knowledge <ul><li>Proficiency in a body of information required for the job e.g. knowledge of FDA regulations, GMP/GLP/GCP, Lean Manufacturing, Six-Sigma, etc.</li><li>Knowledge of 21 CFR Part 11</li><li>Strong knowledge of Computer System Validation techniques and practices</li><li>Company SOPs applicable to job</li><li>Thorough knowledge of general routine laboratory operations and workflow, with the ability to integrate those processes into an electronic workflow</li><li>Strong understanding of Company SOPs applicable to job</li><li>GMP Knowledge of FDA regulations, primarily GMP regulations</li><li>Thorough knowledge of general routine laboratory operations and workflow, with the ability to integrate those processes into an electronic workflow</li><li>In-depth knowledge of Crystal Reports, SQL programming, and SSL scripts or other varying scripting languages such as JavaScript, SQL, Java</li></ul> Skills &amp; Abilities <ul><li>Often referred to as “competencies”, leadership attributes, skills, abilities or behaviors that may be enterprise, functional or job specific e.g. coaching, negotiation, calibration, technical writing etc.</li></ul> Advanced computer skills <ul><li>Strong attention to detail. Highly productive, able to manage time and prioritize tasks to meet timelines</li><li>Strong interpersonal and communication skills; confident presenter, clear, concise technical writer. Able to interact with various departments and levels</li><li>Customer focused</li><li>Troubleshooting and critical thinking skills. Able to define problems, collect data, establish facts and draw conclusions</li></ul> Physical Requirements <ul><li>Often referred to as “competencies”, leadership attributes, skills, abilities or behaviors that may be enterprise, functional or job specific e.g. coaching, negotiation, calibration, technical writing etc.</li><li>Ability to lift 15 lbs.</li><li>Ability to walk across plant/laboratory</li><li>Travel up to 20% of the time may be required</li></ul>

Responsibilities: <ul><li>Design and implement infrastructure solutions using Azure OpenAI, Azure Front Door, and APIM to support Cognitive Services.</li><li>Collaborate with cross-functional teams to integrate AI capabilities into existing and new applications.</li><li>Optimize and manage the performance, scalability, and security of AI infrastructure.</li><li>Develop and maintain documentation for infrastructure design, configuration, and best practices.</li><li>Troubleshoot and resolve complex technical issues related to AI infrastructure.</li><li>Work on cloud infrastructure to ensure seamless deployment and operation of the AI platform.</li><li>Stay updated with the latest advancements in Azure services and AI technologies to ensure the infrastructure remains cutting-edge.</li><li>Provide technical leadership and mentorship to junior engineers and team members</li></ul> Requirements: <ul><li>Software Engineering experience.</li><li>BS Engineering/Computer Science or equivalent experience required; advanced degree preferred.</li><li>Bachelor’s degree in engineering, related field, or equivalent of experience.</li><li>Proven experience in designing and managing Azure-based infrastructure, specifically with Azure OpenAI, Front Door, and APIM.</li><li>Strong understanding of Cognitive Services and AI/ML concepts.</li><li>Proficiency in scripting and automation using tools such as PowerShell, Azure CLI, or similar.</li><li>Excellent problem-solving skills and the ability to work in a fast-paced environment.</li><li>Strong communication skills and the ability to collaborate effectively with diverse teams.</li><li>Azure certifications (e.g., Azure Solutions Architect, Azure DevOps Engineer) are a plus.</li></ul>

Skills

Industry

Location

Jobtitle

6 configuration Jobs found

Senior Machine Learning Engineer (Production & MLOps Focus)

system engineer

Business Unit Head Medical Device

EUC Consultant M365

Senior Quality Specialist, LIMS Administration

Consulting Azure Cloud Engineer

WhiteCrow
WhiteCrow is on a mission to connect companies with the best talent across the globe.

EMPLOYER

TALENT

COMPANY

Contact Us

JOBS BY SKILLS

JOBS BY FUNCTION

JOBS BY INDUSTRY

JOBS BY LOCATIONS

MODEL JOBS

JOBS BY CITY

Skills

Industry

Location

Jobtitle

6 configuration Jobs found

Senior Machine Learning Engineer (Production & MLOps Focus)

system engineer

Business Unit Head Medical Device

EUC Consultant M365

Senior Quality Specialist, LIMS Administration

Consulting Azure Cloud Engineer

WhiteCrow WhiteCrow is on a mission to connect companies with the best talent across the globe.

EMPLOYER

TALENT

COMPANY

Contact Us

JOBS BY SKILLS

JOBS BY FUNCTION

JOBS BY INDUSTRY

JOBS BY LOCATIONS

MODEL JOBS

JOBS BY CITY

WhiteCrow
WhiteCrow is on a mission to connect companies with the best talent across the globe.