Full-Time
Lead Machine Learning Operations Engineer
Signify
10,001+ employees
Global lighting company delivering connected illumination
No salary listed
Bengaluru, Karnataka, India
In Person
Bachelor's, Master's
 Software Engineering (1) |
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- A minimum of 5+ years of experience in Machine Learning, Data Science, AI Engineering, or related roles, with exposure to Generative AI and large language model-based solutions.
- A Bachelor's or Master's degree in Computer Science, Data Science, AI, or a related field.
- Strong understanding of machine learning and large language model concepts, including prompt engineering, retrieval-augmented generation, agent-based systems, and conversational AI.
- Hands-on experience or strong exposure to Microsoft Copilot, Copilot Studio, or similar enterprise Generative AI platforms.
- Experience managing product backlogs, prioritization, and stakeholder engagement for AI or digital products.
- Experience working in federated AI environments or enabling business users to build and scale AI solutions.
- Working knowledge or project exposure to Amazon Web Services and Snowflake, including data integration, machine learning workflows, and enterprise data platforms.
- Understanding of AI governance processes, including PIA/BIA, security, privacy, and data loss prevention.
- Experience or familiarity with agent development, deployment, environment management, and monitoring.
- Proficiency in Python and SQL, with the ability to analyze data and evaluate AI outputs.
- Ability to manage stakeholders and work across business and technical teams.
- Own the roadmap, prioritization, and lifecycle of Copilot-based solutions and Generative AI use cases.
- Act as the central contact for AI Champions by guiding use case development, onboarding, troubleshooting, and adoption.
- Partner with business teams to identify high-impact AI use cases and drive scaling across functions.
- Provide expertise in large language model-based solutions, including prompt engineering, retrieval-augmented generation, conversational AI, and multi-agent workflows.
- Oversee the development, testing, publishing, and monitoring of Copilot agents across environments.
- Guide implementation of multi-agent architectures for complex workflows and decision support.
- Ensure adherence to enterprise AI governance, including PIA/BIA, security, privacy, data loss prevention policies, and responsible AI practices.
- Manage and resolve Copilot, agent, licensing, and platform-related issues to ensure smooth operations.
- Track AI use cases, agent adoption, performance, and business impact.
- Support AI, machine learning, and Generative AI projects leveraging Amazon Web Services and Snowflake, contributing to solution design, data integration, and platform alignment where required.
- Collaborate across business, technical, and governance teams and communicate updates to senior leadership.
- Drive enterprise adoption through training, workshops, and active participation in AI Champions initiatives.
- Relevant certifications in AI/machine learning or cloud platforms.
Signify uses lighting as an interconnected system for homes, businesses, and cities, with products like Hue, WiZ, professional fixtures, and horticultural lighting. Its systems run on IoT-enabled devices and software that control, monitor, and automate lighting via apps, hubs, and building-management integrations. The company distinguishes itself through a long history, a large consumer and professional ecosystem, and a broad product range from street lighting to indoor and agricultural lighting, plus growth through strategic acquisitions. Its goal is to unlock the potential of light to improve everyday life and support sustainability at scale.
Company Size
10,001+
Company Stage
IPO
Headquarters
Eindhoven, Netherlands
Founded
2016
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Simplify's Take
What believers are saying
- June 2026 Silicon Labs collaboration broadens Hue interoperability without sacrificing premium features.
- Q2 2026 free cash flow stayed positive at €35 million despite softer sales.
- Mercedes AMG Petronas F1 and Sports Live keep Signify visible with fans.
What critics are saying
- Q2 2026 comparable sales fell 3.6%, led by weaker Professional and OEM demand.
- January 2026's €180 million restructuring cuts 900 jobs, hitting morale through 2027.
- If Hue loses Matter relevance, Signify becomes a commodity lamp maker with shrinking margins.
What makes Signify unique
- Philips Hue still owns the premium smart-lighting brand, now adding dual Zigbee-Matter bulbs.
- Signify pairs consumer, professional, and horticultural lighting across 70-plus markets.
- Its hardware-software stack enables effects like Sports Live and Hue Sync.
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Benefits
Professional Development Budget
Employee Discounts
Growth & Insights and Company News
6 month growth
↑ 2%1 year growth
↑ 2%2 year growth
↑ 2%The Asia-Pacific lighting fixtures market has surpassed $58 billion in production value, according to a new CSIL report. China leads regional production, followed by Japan and India, with exports accounting for approximately half of total output. Key market drivers include urbanisation, energy-efficiency mandates, and growing adoption of smart LED systems. Havells India reported revenue growth of 18.9% to ₹6,572 crore, whilst Beacon Lighting Group achieved record half-year sales of A$176.3 million. The 244-page study analyses residential, professional, and outdoor lighting applications across 13 regional markets. It includes historical data from 2019 to 2024 and forecasts through 2027. North America remains the primary export destination. Vietnam has emerged as the region's second-largest lighting fixtures exporter. Major manufacturers including Signify, Opple Lighting, and Panasonic Lighting continue expanding smart lighting capabilities as LED technology adoption nears completion.
Signify and Silicon Labs have announced a collaboration to bring concurrent multiprotocol communications to select Philips Hue smart bulbs, enabling support for both Zigbee and Matter over Thread simultaneously on a single device. The new Philips Hue bulbs leverage Silicon Labs' MG26 and SiMG301 wireless SoCs to deliver greater flexibility whilst maintaining advanced features like dynamic scenes, entertainment synchronisation and automation capabilities. The technology allows consumers to integrate bulbs into leading smart home ecosystems for everyday controls whilst accessing premium Hue-specific functionality. Select Philips Hue smart bulbs using the Silicon Labs technology are available now or being introduced across product lines. Whilst products currently require choosing Zigbee or Thread at commissioning, a software update enabling concurrent operation will launch later this year.
Signify has launched Sports Live, new software for its Philips Hue and Philips Smart Lighting systems that uses live match data to trigger real-time lighting effects during football matches. The system responds to key moments such as goals and cards, synchronising home lighting with on-pitch action. The software connects to a live sports data API and adjusts for broadcast delays. During quieter periods, lights display team colours or warm white when scores are tied. Setup takes minutes through the Philips Hue or WiZ app, with no additional hardware required. Sports Live begins rolling out in May, with full release in June 2026 ahead of Championship 2026. The system complements existing entertainment features like Hue Sync and works across single rooms or entire home zones.
Signify NV reported a challenging first quarter for 2026, with comparable sales declining 5.1% amid softer demand and manufacturing overcapacity. Net income fell sharply to €8 million from €67 million in the prior year, impacted by restructuring costs. The company maintained a gross margin of 40.6% through disciplined pricing and cost management, whilst generating €47 million in free cash flow, up from €40 million previously. Working capital improved to 6.2% of sales from 7.2%. Sales declined across all business segments, with Professional down 3.7%, Consumer down 4.6%, and Conventional falling 17.9%. However, emerging markets including China and India showed growth, and the Consumer business experienced strong sell-out despite retail inventory adjustments. Adjusted EBITDA reached €83 million, representing 6.5% operational profitability.
Signify, the world leader in lighting, repurchased 126,776 shares between 23 and 27 February 2026 at an average price of €20.11 per share, totalling €2.5 million. The buyback forms part of a programme announced on 13 February 2026. The company will use the shares to cover obligations from its long-term incentive performance share plan and other employee share schemes. To date, Signify has repurchased 266,276 shares under this programme for a total consideration of €5.3 million. Signify, listed on Euronext as LIGHT, reported sales of €5.8 billion in 2025 and employs approximately 27,000 people across over 70 markets.