Talentojcom

Example Responsibilities:

• Build and optimize model serving infrastructure with a focus on inference latency and cost optimization
• Architect efficient inference pipelines that balance latency, throughput, and cost across various acceleration options
• Develop monitoring and observability solutions for ML systems
• Collaborate with ML Engineers to establish best practices for optimized model deployment
• Implement cost-efficient, enterprise-scale solutions
• Collaborate in a cross-functional, distributed team for continuous system improvement
• Work with MLEs, QA Engineers, and DevOps Engineers
• Evaluate and implement new technologies and tools
• Contribute to architectural decisions for distributed ML systems

Experience and Qualifications:

• 5+ years of experience in software engineering with Python
• Experience with ML frameworks, particularly PyTorch
• Experience optimizing ML models with hardware acceleration (AWS Neuron , ONNX, TensorRT)
• Experience with AWS ML services and hardware-accelerated instances (Sagemaker, Inferentia,Trainium)
• Proven experience building and operating AWS serverless architectures
• Deep understanding of event-driven processing patterns, SQS/SNS and serverless caching solutions
• Experience with containerization using Docker and orchestration tools
• Strong knowledge of RESTful API design and implementation
• Proficiency in writing good quality & secure code and be familiar with static code analysis tools
• Excellent analytical, conceptual and communication skills in spoken and written English
• Experience applying Computer Science fundamentals in algorithm design, problem solving, and complexity analysis

Great to have Experience and Qualifications:

• Experience with any of the following: model compilation and quantization, performance profiling and benchmarking ML inference systems
• Experience working in regulated industries with strict compliance requirements for cloud-native solutions

RESPONSIBILITIES:

• Product Leadership: You will be accountable for one or more of the above product’s Study,
• Reverse Engineering, Design, Development, Testing,
• Qualification and Certification.
• You will need to work as individual contributor, mentor, reviewer, product owner and project manager.
• Technical Ownership: Drive design decisions, architecture, and technical specifications;
• ensure compliance with airborne certification standards (DO-178C, DO-254, TSO, MIL- PRFs, MIL-STD-810H, MIL-STD-704D, MIL-STD-461E)
• Team Leadership: Break the bigger problem into smaller chunks and assign to the team member (s); Mentor and technically supervise them; conduct design reviews
• Project Management: Own schedule, budget, and deliverables for assigned products; coordinate with shared teams (Mechanical CAD, FEA, CFD, Embedded Systems)
• Preparation and Reviewing of documents like Schematic Drawings, M-Part Drawings, Balloon Drawings, Technical Specifications (TS) Document, Functional Test Procedure (FTP), Qualification Test Procedure (QTP), Acceptance Test Procedure (ATP), System Requirement Specifications (SRS), Airworthiness Certification Plan (ACP), Master Drawing Index (MDI), Bill of Materials (BOM), Test Reports, White Papers, Root Cause Analysis (RCA), Defect Investigation Reports (DIR), etc.
• Proactive coordination with customer (HAL, etc.) along with RCMA and DGAQA for document submission, signing, corrections and approvals.
• Reliability Calculations and System Safety Analysis as per MIL-STD-882 or equivalent standards. Visiting Customer Location for Testing, Presentations, Fitment Checks and FAIs.
• Quality & Compliance: Ensure all deliverables meet regulatory, safety, and quality standards as per company QMS, AFQMS and AS9100D.
• Selection of mil grade or suitable parts, components, vendors required for the project. Identify bottlenecks to the timelines and address them well in advance.
• Reverse Engineering & Modernization: Lead competitive analysis and legacy product reverse engineering. Also, once the product is developed, one should have a vision to create horizontal family of that product.

REQUIRED QUALIFICATIONS

• B.Tech / M.Tech in Electrical, Electronics, Aerospace, Mechanical, or Instrumentation
• Engineering or any other relevant field
• 8+ years in airborne sensor or avionics systems design, development, and certification.
• Strong Knowledge of IMTAR21 V2.0 and IMAP 2023.
• Proven expertise in one or more than one of the following: vibration sensing, pressure sensing, ignition exciter systems, rpm sensor, tachometer, thermal sensing, chipping sensing.
• Leadership experience: Mentoring, technical reviews, and cross-functional project ownership
• Excellent experience in more than any two of the following:
• Signal Conditioning – Amplification, filtering, impedance matching, analog-to-digital conversion
• Embedded Systems/Firmware – Microcontroller programming, real-time processing, firmware architecture
• Sensor Physics & Transducers – Principles of measurement (vibration, pressure, temperature, speed)
• Calibration & Metrology – Accuracy, precision, sensor characterization, test standards
• Systems Engineering – Integration, architecture, specifications, V&V planning
• Reliability & Quality – FMEA, fault tolerance, robustness, certification readiness
• Testing & Validation – Functional testing, environmental (vibration, thermal, altitude, EMI), life testing

KEY COMPETENCIES

• Technical depth with hands-on design and mentorship experience
• Problem-solving & systems thinking
• Regulatory/compliance mindset
• Communication & stakeholder management

Role Purpose:

As a DevOps ,  You should be strong in both the Dev and Ops part of DevOps. We are looking for someone who has a deep understanding of systems architecture, understands core CS concepts well, and is able to reason about system behaviour rather than merely working with the toolset of the day. We believe that only such a person will be able to set a compelling direction for the team and excite those around them. 

If you are someone who fits the description above, you will find that the rewards are well worth the high bar. Being one of the early hires of the Bangalore office, you will have a significant impact on the culture and the team; you will work with a set of energetic and hungry peers who will challenge you, and you will have considerable international exposure and opportunity for impact across departments.

Responsibilities

1. Deployment, management, and administration of web services in a public cloud environment
2. Design and develop solutions for deploying highly secure, highly available, performant and scalable services in elastically provisioned environments
3. Design and develop continuous integration and continuous deployment solutions from development through production
4. Own all operational aspects of running web services including automation, monitoring and alerting, reliability and performance
5. Have direct impact on running a business by thinking about innovative solutions to operational problems
6. Drive solutions and communication for production impacting incidents
7. Running technical projects and being responsible for project-level deliveries
8. Partner well with engineering and business teams across continents

Required Qualifications

1. Bachelor’s or advanced degree in Computer Science or closely related field
2. 4 - 6 years professional experience in DevOps, with at least 1/2 years in Linux / Unix
3. Very strong in core CS concepts around operating systems, networks, and systems architecture including web services
4. Strong scripting experience in Python and Bash
5. Deep experience administering, running and deploying AWS based services
6. Solid experience with Terraform, Packer and Docker or their equivalents
7. Knowledge of security protocols and certificate infrastructure.
8. Strong debugging, troubleshooting, and problem solving skills 
9. Broad experience with cloud hosted applications including virtualization platforms, relational and non relational data stores, reverse proxies, and orchestration platforms
10. Curiosity, continuous learning and drive to continually raise the bar
11. Strong partnering and communication skills

Preferred Qualifications

1. Past experience as a senior developer or application architect strongly preferred.
2. Experience building continuous integration and continuous deployment pipelines
3. Experience with Zookeeper, Consul, HAProxy, ELK-Stack, Kafka, PostgreSQL.
4. Experience working with, and preferably designing, a system compliant to any security framework (PCI DSS, ISO 27000, HIPPA, SOC 2, ...)
5. Experience with AWS orchestration services such as ECS and EKS.
6. Experience working with AWS ML pipeline services like AWS Sagemak